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This course includes exam only.
SVBook Advanced Certificate in Data Science are given to people who have completed the following courses:
- Learn Microsoft Excel Basics Fast
- Learn Data Analysis using Microsoft Excel Basics Fast
- Data Mining with RapidMiner
- Introduction to Data and Text Mining with DSTK 3 (FREE)
and passed a 54 questions Exam. The four courses are created to help learner understand about Data Science using softwares, without programming with R, Python or Java.
Learner will be able to use Microsoft Office and analyze data using Microsoft Excel.
You will receive 4 Udemy coupons to learn the four courses and take the exam.
JUST $18.90
SVBook Advanced Certificate in Data Science are given to people who have completed the following courses:
- Learn Microsoft Excel Basics Fast
- Learn Data Analysis using Microsoft Excel Basics Fast
- Data Mining with RapidMiner
- Introduction to Data and Text Mining with DSTK 3 (FREE)
and passed a 54 questions Exam. The four courses are created to help learner understand about Data Science using softwares, without programming with R, Python or Java.
Learner will be able to use Microsoft Office and analyze data using Microsoft Excel.
You will receive 4 Udemy coupons to learn the four courses and take the exam.
JUST $57.87
This course includes exam only.
SVBook Advanced Certificate in Microsoft Office are given to people who have completed the following courses:
- Learn Microsoft Word Basics Fast
- Learn Microsoft PowerPoint Basics Fast
- Learn Microsoft Excel Basics Fast
- Learn Data Analysis using Microsoft Excel Basics Fast
and passed a 45 questions Exam. The four courses are created to help learner understand about Microsoft Office.
Learner will be able to use Microsoft Office and analyze data using Microsoft Excel.
** If you faced any disabilities, we can gives you free books, courses, and softwares. Email: gohminghui88@svbook.com
JUST $18.90
SVBook Advanced Certificate in Microsoft Office are given to people who have completed the following courses:
- Learn Microsoft Word Basics Fast
- Learn Microsoft PowerPoint Basics Fast
- Learn Microsoft Excel Basics Fast
- Learn Data Analysis using Microsoft Excel Basics Fast
and passed a 45 questions Exam. The four courses are created to help learner understand about Microsoft Office.
Learner will be able to use Microsoft Office and analyze data using Microsoft Excel.
You will receive 4 Udemy coupons to learn the four courses and take the exam.
** If you faced any disabilities, we can gives you free books, courses, and softwares. Email: gohminghui88@svbook.com
JUST $70.86
This course includes exam only.
SVBook Advanced Certificate in Microsoft Office are given to people who have completed the following courses:
- Learn Microsoft Word Basics Fast
- Learn Microsoft PowerPoint Basics Fast
- Learn Microsoft Excel Basics Fast
and passed a 34 questions Exam. The three courses are created to help learner understand about Microsoft Office.
Learner will be able to use Microsoft Office and get a job in basic office positions.
** If you faced any disabilities, we can gives you free books, courses, and softwares. Email: gohminghui88@svbook.com
JUST $18.90
SVBook Advanced Certificate in Microsoft Office are given to people who have completed the following courses:
- Learn Microsoft Word Basics Fast
- Learn Microsoft PowerPoint Basics Fast
- Learn Microsoft Excel Basics Fast
and passed a 34 questions Exam. The three courses are created to help learner understand about Microsoft Office.
Learner will be able to use Microsoft Office and get a job in basic office positions.
You will receive 3 Udemy coupons to learn the four courses and take the exam.
** If you faced any disabilities, we can gives you free books, courses, and softwares. Email: gohminghui88@svbook.com
JUST $57.87
This course includes exam only.
SVBook Certified Data Miner using Python are given to people who have completed the following courses:
- Create Your Calculator: Learn Python Programming Basics Fast (Python Basics)
- Applied Statistics using Python with Data Processing (Data Understanding and Data Preparation)
- Advanced Data Visualizations using Python with Data Processing (Data Understanding and Data Preparation, in future)
- Machine Learning with Python (Modeling and Evaluation)
and passed a 50 questions Exam. The four courses are created to help learner understand about Python programming basics, then applied statistics (descriptive, inferential, regression analysis) and data visualizations (bar chart, pie chart, boxplot, scatterplot matrix, advanced visualizations with seaborn, and Plotly interactive charts ) with data processing basics to understand more about the the data understanding and data preparation stage of IBM CRISP DM model. Learner will then learn about machine learning and confusion matrix, which is the modeling and evaluation stages of the IBM CRISP DM model.Learner will be able to do data mining project after learning the courses.
JUST $18.90
SVBook Certified Data Miner using Python are given to people who have completed the following courses:
- Create Your Calculator: Learn Python Programming Basics Fast (Python Basics)
- Applied Statistics using Python with Data Processing (Data Understanding and Data Preparation)
- Advanced Data Visualizations using Python with Data Processing (Data Understanding and Data Preparation, in future)
- Machine Learning with Python (Modeling and Evaluation)
and passed a 50 questions Exam. The four courses are created to help learner understand about Python programming basics, then applied statistics (descriptive, inferential, regression analysis) and data visualizations (bar chart, pie chart, boxplot, scatterplot matrix, advanced visualizations with seaborn, and Plotly interactive charts ) with data processing basics to understand more about the the data understanding and data preparation stage of IBM CRISP DM model. Learner will then learn about machine learning and confusion matrix, which is the modeling and evaluation stages of the IBM CRISP DM model.Learner will be able to do data mining project after learning the courses.
You will receive 4 Udemy coupons to learn the four courses and take the exam.
JUST $70.86
This course includes exam only.
SVBook Certified Data Miner using R are given to people who have completed the following courses:
- Create Your Calculator: Learn R Programming Basics Fast (R Basics)
- Applied Statistics using R with Data Processing (Data Understanding and Data Preparation)
- Advanced Data Visualizations using R with Data Processing (Data Understanding and Data Preparation, in future)
- Machine Learning with R (Modeling and Evaluation)
and passed a 50 questions Exam. The four courses are created to help learner understand about R programming basics, then applied statistics (descriptive, inferential, regression analysis) and data visualizations (bar chart, pie chart, boxplot, scatterplot matrix, advanced visualizations with ggplot2) with data processing basics to understand more about the the data understanding and data preparation stage of IBM CRISP DM model. Learner will then learn about machine learning and confusion matrix, which is the modeling and evaluation stages of the IBM CRISP DM model.Learner will be able to do data mining project after learning the courses.
JUST $18.90
SVBook Certified Data Miner using R are given to people who have completed the following courses:
- Create Your Calculator: Learn R Programming Basics Fast (R Basics)
- Applied Statistics using R with Data Processing (Data Understanding and Data Preparation)
- Advanced Data Visualizations using R with Data Processing (Data Understanding and Data Preparation, in future)
- Machine Learning with R (Modeling and Evaluation)
and passed a 50 questions Exam. The four courses are created to help learner understand about R programming basics, then applied statistics (descriptive, inferential, regression analysis) and data visualizations (bar chart, pie chart, boxplot, scatterplot matrix, advanced visualizations with ggplot2) with data processing basics to understand more about the the data understanding and data preparation stage of IBM CRISP DM model. Learner will then learn about machine learning and confusion matrix, which is the modeling and evaluation stages of the IBM CRISP DM model.Learner will be able to do data mining project after learning the courses.
You will receive 4 Udemy coupons to learn the four courses and take the exam.
JUST $70.86
This course includes exam only
SVBook Advanced Certificate in Data Visualization and Front End Web Development are given to people who have completed the following courses:
- Learn HTML Basics Fast
- Learn CSS Basics Fast
- Learn Javascript Basics Fast
- Learn Bootstrap Basics Fast
- Fundamentals of Plotly JS for Data Visualization
and passed a 50 questions Exam. The six courses are created to help learner understand about Web Design basics.Learner will be able to create Interactive Data Visualization using Front End Web Design and Development.
JUST $18.90
SVBook Advanced Certificate in Data Visualization and Front End Web Development are given to people who have completed the following courses:
- Learn HTML Basics Fast
- Learn CSS Basics Fast
- Learn Javascript Basics Fast
- Learn Bootstrap Basics Fast
- Fundamentals of Plotly JS for Data Visualization
and passed a 50 questions Exam. The six courses are created to help learner understand about Web Design basics.Learner will be able to create Interactive Data Visualization using Front End Web Design and Development.
You will receive 5 Udemy coupons to learn the four courses and take the exam.
JUST $83.85
This course includes exam only.
SVBook Advanced Certificate in Software Development are given to people who have completed the following courses:
- Create Your Calculator: Learn R Programming Basics Fast
- Create Your Calculator: Learn Python Programming Basics Fast
- Create Your Calculator: Learn C Programming Basics Fast
- Create Your Calculator: Learn C# Programming Basics Fast
- Create Your Calculator: Learn Java Programming Basics Fast
- Create Your WebBrowser: Learn C# Fundamentals Practically
and passed a 50 questions Exam. The six courses are created to help learner understand about programming basics.Learner will be able program R, Python, C, C#, Java after the courses
JUST $18.90
SVBook Advanced Certificate in Software Development are given to people who have completed the following courses:
- Create Your Calculator: Learn R Programming Basics Fast
- Create Your Calculator: Learn Python Programming Basics Fast
- Create Your Calculator: Learn C Programming Basics Fast
- Create Your Calculator: Learn C# Programming Basics Fast
- Create Your Calculator: Learn Java Programming Basics Fast
- Create Your WebBrowser: Learn C# Fundamentals Practically
and passed a 50 questions Exam. The six courses are created to help learner understand about programming basics.Learner will be able program R, Python, C, C#, Java after the courses
You will receive 6 Udemy coupons to learn the four courses and take the exam.
JUST $96.84
Have you ever wanted to learn Python Programming for data mining? This course is for you. This course is specially designed for you to quickly and easily gain all the fundamental skills of Python to do simple data mining, regardless of your background.
We will covers:
- Getting Started
- Formatting
- Basic Functions
- Data Mining Process (CRISP)
- Data Understanding: Data Visualization (basic plottings)
- Data Analytics Plugins
- Data Undestanding: Descriptive Statistics
- Data Understanding: Inferential Statistics
- Data Understanding: Regression Analysis
- Data Understanding: Pivot Table and Pivot Charts
- Data Preparation: Basic Data Cleaning
The above course follows CRISP DM process.
You will need to bring your own laptop.
Location is in Singapore.
$240 SGD. To Join,
Follow us at our Meetup Events:
https://www.meetup.com/SVBook/You will receive 4 course Coupons to access the courses for FREE:
- Learn Microsoft Excel Basics Fast
- Learn Data Analysis using Microsoft Excel Basics Fast
- Data Mining with RapidMiner
- Introduction to Data and Text Mining with DSTK 3 (FREE)
After completing the 4 courses, you will earn 4 Udemy Certificates. After passing the exams, you will receive SVBook Advanced Certificate in Data Science (cost 70 usd, but free in this course) .
Have you ever wanted to learn RapidMiner for data mining? This course is for you. This course is specially designed for you to quickly and easily gain all the fundamental skills of RapidMiner to do simple data mining, regardless of your background.
We will covers:
- Getting Started
- Data Mining Process (CRISP)
- Loading Data
- Data Understanding: Descriptive Statistics
- Data Understanding: Data Visualization (basic plottings)
- Data Preparation: Basic Data Cleaning
- Modeling: Simple Prediction Modeling (Regressions, Naives Bayes, KNN)
- Evaluation (Confusion matrix)
The above course follows CRISP DM process.
You will need to bring your own laptop.
Location is in Singapore.
$240 SGD. To Join,
Follow us at our Meetup Events:
https://www.meetup.com/SVBook/You will receive 4 course Coupons to access the courses for FREE:
- Learn Microsoft Excel Basics Fast
- Learn Data Analysis using Microsoft Excel Basics Fast
- Data Mining with RapidMiner
- Introduction to Data and Text Mining with DSTK 3 (FREE)
After completing the 4 courses, you will earn 4 Udemy Certificates. After passing the exams, you will receive SVBook Advanced Certificate in Data Science (cost 70 usd, but free in this course) .
Have you ever wanted to learn Python Programming for data mining? This course is for you. This course is specially designed for you to quickly and easily gain all the fundamental skills of Python to do simple data mining, regardless of your background.
We will covers:
- Getting Started
- Variables and data types
- Data Frame
- Decision Making (if statements)
- Import CSV
- Data Mining Process (CRISP)
- Data Understanding: Descriptive Statistics
- Data Understanding: Data Visualization (basic plottings)
- Data Preparation: Basic Data Cleaning
- Modeling: Simple Prediction Modeling (Regressions, Naives Bayes, KNN)
- Evaluation (Confusion matrix)
The above course follows CRISP DM process.
You will need to bring your own laptop.
Location is in Singapore.
$240 SGD. To Join,
Follow us at our Meetup Events:
https://www.meetup.com/SVBook/You will receive 4 course Coupons to access the courses for FREE:
- Create Your own Calculator: Learn Python Programming Basics Fast (Python Basics)
- Applied Statistics using Python with Data Processing (Data Understanding and Data Preparation)
- Advanced Data Visualizations using Python with Data Processing (Data Understanding and Data Preparation)
- Machine Learning using Python (Modeling and Evaluation)
After completing the 4 courses, you will earn 4 Udemy Certificates. After passing the exams, you will receive SVBook Certified Data Miner using Python Certificate (cost 70 usd, but free in this course) .
Have you ever wanted to learn R Programming for data mining? This course is for you. This course is specially designed for you to quickly and easily gain all the fundamental skills of R to do simple data mining, regardless of your background.
We will covers:
- Getting Started
- Variables and data types
- Operators
- Vector
- Data Frame
- Decision Making (if statements)
- Import CSV
- Data Mining Process (CRISP)
- Data Understanding: Descriptive Statistics
- Data Understanding: Data Visualization (basic plottings)
- Data Preparation: Basic Data Cleaning
- Modeling: Simple Prediction Modeling (Regressions, Naives Bayes, KNN)
- Evaluation (R2, Confusion matrix)
The above course follows CRISP DM process.
You will need to bring your own laptop.
Location is in Singapore.
$240 SGD. To Join,
Follow us at our Meetup Events:
https://www.meetup.com/SVBook/You can get the course materials at:
http://emhacademy.com/moodle/enrol/index.php?id=21
You can pay the course fees of 240 SGD through the above link or through cash.
You will receive 4 course Coupons to access the courses for FREE:
- Create Your own Calculator: Learn R Programming Basics Fast (R Basics)
- Applied Statistics using R with Data Processing (Data Understanding and Data Preparation)
- Advanced Data Visualizations using R with Data Processing (Data Understanding and Data Preparation)
- Machine Learning using R (Modeling and Evaluation)
After completing the 4 courses, you will earn 4 Udemy Certificates. After passing the exams, you will receive SVBook Certified Data Miner using R Certificate (cost 70 usd, but free in this course) .
This is the bite size course to learn Data Mining using RapidmIner. This course uses CRISP DM data mining process.
You will learn RapidMiner to do data understanding, data preparation, modeling, Evaluation. You will be able to train your own prediction models with naive bayes, decision tree, knn, neural network, linear regression, and evaluate your models very soon after learning the course.
You can take the course as follow and you can take an exam at EMHAcademy to get SVBook Advance Certificate in Data Science using DSTK, Excel, RapidMiner:
- Introduction to Data and Text Mining using DSTK 3
- Data Mining with RapidMiner
- Learn Microsoft Excel Basics Fast
- Learn Data Aalysis using Microsoft Excel Basics Fast.
Content
Getting Started
Getting Started 2
Data Mining Process
Download Data Set
Read CSV
Data Understanding: Statistics
Data Understanding: Scatterplot
Data Understanding: Line
Data Understanding: Bar
Data Understanding: Histogram
Data Understanding: BoxPLot
Data Understanding: Pie
Data Understanding: Scatterplot Matrix
Data Preparation: Normalization
Data Preparation: Replace Missing Values
Data Preparation: Remove Duplicates
Data Preparation: Detect Outlier
Modeling: Simple Linear Regression
MOdeling: SImple Linear Regression using RapidMiner
MOdeling: KMeans CLustering
Modeling: KMeans Clustering using RapidmIner
Modeling: Agglomeration CLustering
Modeling: Agglomeration Clustering using RapidmIner
Modeling: Decison Tree ID3 Algorithm
Modeling: Decision Tree ID3 Algorithm using RapdimIner
Modeling: Decison Tree ID3 Algorithm using RapidMiner
Evaluation: Decsion Tree ID3 Algorithm using RapidmIner
MOdeling: KNN Classification
Modeling: KNN CLassification using RapidmIner
Evaluation: KNN Classification using RapidmIner
Modeling Naive BAyes CLassification
MOdeling: Naive Bayes Classification using RapidmIner
Evaluation: Naive Bayes Classification using RapidMIner
MOdeling: Neural Network Classification
Modeling: Neural Network Classification using RapidmIner
Evauation: Neural Network Classification using RapidmIner
What Algorithm to USe?
MOdel Evaluation
k fold cross validation using RapdimIner
https://www.udemy.com/data-mining-with-rapidminer/?couponCode=FBDISCOUNT6
This is the bite size course to learn Data Analysis using Microsoft Excel fasts. This course will use CRISP DM MOdel, and we will go through Data Understanding (Data Visualizations, Statistics, Data ANlaysis) and Data Preparation (Remove Mssing values, remove duplicates) using Mcirosoft Excel.
You will need to know some COmputer knowledge before learning this course and you need to know Microsoft Excel before learning also. You can learn Microsoft Excel at my course "Learn Microsoft Excel Basics Fast".
You can take the course as follow and you can take an exam at EMHAcademy to get SVBook Advance Certificate in Microsoft Office and Data Analysis with Excel:
- Learn Microsoft Word Basics Fast
- Learn Microsoft Powerpoint Basics Fast
- Learn Microsoft Excel Basics Fast
- Learn Data Aalysis using Microsoft Excel Basics Fast.
Content
Getting Started
Download Dataset
Read CSV
Data Mining Process
INsert Lien CHart
INsert Bar Chart
INsert Pie CHart
INsert Scatterplot
INsert Combo Chart
Pivot Table
INsert Pivot Table and Pivot Chart
Data Analysis Plugins
Data Analysis PLugins 2
Descriptive Statistics
Histogram
Correlation
Covariance
TTest Two Samples Paired for means
TTest Two Samples Equal Variances
TTest Two Samples Unequal Variances
F Test Two Samples for Variances
ANOVA Single Factor
ANOVA Two Factor WIthout Replication
Regression ANalysis
Remove Duplicates
Remove Missing
Sort Data
Filter DAta
https://www.udemy.com/learn-data-analysis-using-microsoft-excel-basics-fast/?couponCode=FBDISCOUNT6
This is the bite size course to learn Python Programming for Applied Statistics. In CRISP DM data mining process, Applied Statistics is at the Data Understanding stage. This course also covers Data processing, which is at the Data Preparation Stage.
You will need to know some Python programming, and you can learn Python programming from my "Create Your Calculator: Learn Python Programming Basics Fast" course. You will learn Python Programming for applied statistics.
You can take the course as follows, and you can take a exam at EMHAcademy to get SVBook Certified Data Miner using Python certificate :
- Create Your Calculator: Learn Python Programming Basics Fast (R Basics)
- Applied Statistics using Python with Data Processing (Data Understanding and Data Preparation)
- Advanced Data Visualizations using Python with Data Processing (Data Understanding and Data Preparation, in future)
- Machine Learning with Python (Modeling and Evaluation)
JUST 13.99
This is the bite size course to learn Python Programming for Data Visualization. In CRISP DM data mining process, Data Visualization is at the Data Understanding stage. This course also covers Data processing, which is at the Data Preparation Stage.
You will need to know some Python programming, and you can learn Python programming from my "Create Your Calculator: Learn Python Programming Basics Fast" course. You will learn Python Programming for applied statistics.
You can take the course as follows, and you can take a exam at EMHAcademy to get SVBook Certified Data Miner using Python certificate :
- Create Your Calculator: Learn Python Programming Basics Fast (R Basics)
- Applied Statistics using Python with Data Processing (Data Understanding and Data Preparation)
- Advanced Data Visualizations using Python with Data Processing (Data Understanding and Data Preparation, in future)
- Machine Learning with Python (Modeling and Evaluation)
JUST 13.99
This is the bite size course to learn R Programming for Data visualizations. In CRISP DM data mining process, Data Visualization is at the Data Understanding stage. This course also covers Data processing, which is at the Data Preparation Stage.
You will need to know some R programming, and you can learn R programming from my "Create Your Calculator: Learn R Programming Basics Fast" course. You will learn R Programming for applied statistics and you will be able
You can take the course as follows, and you can take a exam at EMHAcademy to get SVBook Certified Data Miner using R certificate :
- Create Your Calculator: Learn R Programming Basics Fast (R Basics)
- Applied Statistics using R with Data Processing (Data Understanding and Data Preparation)
- Advanced Data Visualizations using R with Data Processing (Data Understanding and Data Preparation, in future)
- Machine Learning with R (Modeling and Evaluation)
Content
Getting Started
Getting STarted
Getting Started
Hello World Application
Data Mining Process
Download Dataset
Read Dataset
Bar Plot
Export Bar CHart as Image
Horizontal Bar Chart
Histogram
Histogram with Density Line
LIne Chart
Multiple Line Chart
Pie Chart
3D Pie Chart
Scatterplot
Boxplot
Scatterplot Matrix
GGPlot 2
Aesthetic Mapping and Geometric
GEometrics
Labels and Titles
Themes
GGPlot2: Bar CHart
GGPlot2: HIstogram
GGPlot2: Density Plot
GGPlot2: Scatterplot
GGPLot2: Line Chart
GGPLot2: BoxpLot
Save GGPLot Image
Data Processing: Select Variables
Data Processing: Sort Data
Data Processing: Filter Data
Data Processing: Remove Duplicates and Missing Values
JUST 13.99
https://www.udemy.com/data-visualizations-using-r-with-data-processing/?couponCode=FBDISCOUNT6
References:
This course is actually based on the Learn R for Applied Statistics book I have published at Apress.
This is the bite size course to learn R Programming for Applied Statistics. In CRISP DM data mining process, Applied Statistics is at the Data Understanding stage. This course also covers Data processing, which is at the Data Preparation Stage.
You will need to know some R programming, and you can learn R programming from my "Create Your Calculator: Learn R Programming Basics Fast" course. You will learn R Programming for applied statistics and you will be able
You can take the course as follows, and you can take a exam at EMHAcademy to get SVBook Certified Data Miner using R certificate :
- Create Your Calculator: Learn R Programming Basics Fast (R Basics)
- Applied Statistics using R with Data Processing (Data Understanding and Data Preparation)
- Advanced Data Visualizations using R with Data Processing (Data Understanding and Data Preparation, in future)
- Machine Learning with R (Modeling and Evaluation)
JUST 13.99
https://www.udemy.com/applied-statistics-with-r/?couponCode=FBDISCOUNT6References:
This course is actually based on the Learn R for Applied Statistics book I have published at Apress.
This is the bite size course to learn MySQL for Data Science. You will learn the select, insert, update, delete, order by, group by statements in SQL language. You will learn some data warehouse, star schema, use MySQL Workbench to create Star Schema, and data mining process, and OLAP Rollup.
Content
INstall MySQL
Uninstall MySQL
Uninstall MySQL 2
Database
Create Tables from ERD in MySQL Workbench
Select Statement
Select Distinct
Select using OPerators and Conditions
And Or Not
Order By
Insert Statement
Check whether have null values
Update Statements
Delete Statements
MIn Max
Count Sum Average
LIke
Group By
JOin Two Tables
JOin Two Tables 2
Get Frequency Table with Join and Group By
Join and Group By advanced
Join 3 Tables
Join 3 Tables 2
Star Schema Basics
Data Warehouse Basics
Data Mining Process
ROLAP ROLLUP Operation
https://www.udemy.com/learn-mysql-basics-for-data-science/?couponCode=FBDISCOUNT6
This is the bite size course to learn Weka and Machine Learning. You will learn Machine Learning which is the Model and Evaluation of CRISP Data Mining Process. You will learn Linear Regression, Kmeans Clustering, Agglomeration Clustering, KNN, Naive Bayes, Neural Network in this course.
Content
Getting Started
Getting Started 2
Data Mining Process
Simple Linear Regression
Regression in Weka
KMeans Clustering
KMeans Clustering in Weka
Agglomeration Clustering
Agglomeration Clustering in Weka
Decision Tree: ID3 Algorithm
Decision Tree in Weka
KNN Classiifcation
KNN in Weka
Naive Bayes
Naive Bayes in Weka
What Algorithm to use?
Model Evaluation
Weka Advanced Attribute Selection
Weka Advanced Data Visualizations
Weka Model Selection and Deployment
Just $13.99
https://www.udemy.com/learn-machine-learning-with-weka/?couponCode=FBDISCOUNT6
This is the bite size course to learn Java Programming for Machine Learning and Statistical Learning with Weka library. In CRISP DM data mining process, machine learning is at the modeling and evaluation stage.
You will need to know some Java programming, and you can learn Java programming from my "Create Your Calculator: Learn Java Programming Basics Fast" course. You will learn Java Programming for machine learning and you will be able to train your own prediction models with naive bayes, decision tree, knn, neural network, linear regression, and evaluate your models very soon after learning the course.
Content
Introduction
Getting Started
Getting Started 2
Getting Started 3
Data Mining Process
Data set
Split Training and Testing dataset
CReate Java Application using Netbeans with Weka Jar
Simple Linear Regression
LInear Regression using Weka and Java
LInear Regression using Weka and Java 2
LInear Regression using Weka and Java 3
KMeans Clustering
KMeans Clustering in Weka and Java
Agglomeration Clustering
Agglomeration Clustering in Weka and Java
Decision Tree ID3 ALgorithm
Decision Tree in Weka and Java
KNN Classification
KNN in Weka and Java
Naive Bayes Classification
Naive Bayes in Weka and Java
Neural Network Classification
Neural Network in Weka and Java
What Algorithm to Use?
Model Evaluation
Model Evaluation in Weka and Java
CReate a Data Mining Software
CReate a Data Mining Software 2
JUST $13.99
https://www.udemy.com/machine-learning-with-java-and-weka/?couponCode=FBDISCOUNT6
This is the bite size course to learn R Programming for Machine Learning and Statistical Learning. In CRISP DM data mining process, machine learning is at the modeling and evaluation stage.
You will need to know some R programming, and you can learn R programming from my "Create Your Calculator: Learn R Programming Basics Fast" course. You will learn R Programming for machine learning and you will be able to train your own prediction models with naive bayes, decision tree, knn, neural network, linear regression, and evaluate your models very soon after learning the course.
You can take the course as follows, and you can take a exam at EMHAcademy to get SVBook Certified Data Miner using R certificate :
- Create Your Calculator: Learn R Programming Basics Fast (R Basics)
- Applied Statistics using R with Data Processing (Data Understanding and Data Preparation)
- Advanced Data Visualizations using R with Data Processing (Data Understanding and Data Preparation, in future)
- Machine Learning with R (Modeling and Evaluation)
Content
Getting Started
Getting Started 2
Getting Started 3
Data Mining Process
Download Data set
Read Data set
Some Explanations
Simple Linear Regression
Build Linear Regression Models
Predict Linear Regression Models
KMeans Clustering
KMeans Clustering in R
Agglomeration Clustering
Agglomeration Clustering in R
Decision Tree ID3 ALgorithm
Decision Tree in R: Split train and test set
Decision Tree in R: Train Decision Tree
Decision Tree in R: Predict Decision Tree
KNN Classification
Train KNN in R
Predict KNN in R
Naive Bayes Classification
Naive Bayes in R
Neural Network Classification
Neural Network in R
What Algorithm to Use?
Model Evaluation
Model Evaluation using R for Classification
Model Evaluation using R for Regression
https://www.udemy.com/machine-learning-with-r-d/?couponCode=FBDISCOUNT6
This is the bite size course to learn Python Programming for Machine Learning and Statistical Learning. In CRISP DM data mining process, machine learning is at the modeling and evaluation stage.
You will need to know some Python programming, and you can learn Python programming from my "Create Your Calculator: Learn Python Programming Basics Fast" course. You will learn Python Programming for machine learning and you will be able to train your own prediction models with naive bayes, decision tree, knn, neural network, linear regression, and evaluate your models very soon after learning the course.
I will create Applied statistics using Python for data understanding stage and advanced data visualizations for data understanding stage and includes some data processing for data preparation stage in future.
Content
Getting Started
Getting Started 2
Getting Started 3
Getting Started 4
Data Mining Process
Download Data set
Read Data set
Simple Linear Regression
Build Linear Regression Modela: Train and Test set
Build and Predict Linear Regression Models
KMeans Clustering
KMeans Clustering in Python
Agglomeration Clustering
Agglomeration Clustering in Python
Decision Tree ID3 ALgorithm
Decision Tree in Python
KNN Classification
KNN in Python
Naive Bayes Classification
Naive Bayes in Python
Neural Network Classification
Neural Network in Python
What Algorithm to Use?
Model Evaluation
Model Evaluation using Python for Classification
Model Evaluation using Python for Regression
https://www.udemy.com/machine-learning-with-python-u/?couponCode=FBDISCOUNT6
DSTK - DataScience ToolKit 3 is a set of data and text mining softwares developed closely with the CRISP DM Model. DSTK 3 offers data visualization, statistical analysis, text analysis for Data Understanding stage, Normalization, and Text Preprocessing for Data Preparation Stage, Modeling, Evaluation, and Deployment with machine learning and statistical learning algorithms.
This introduction course will instill you with data and text mining fundamentals using DSTK 3 software.
This course is based on my ebooks at SVBook.
FREE
https://www.udemy.com/introduction-to-data-and-text-mining-using-dstk-3/learn/v4/overview
This course aim to equip the reader with Java programming, Text Mining, and Natural Language Processing fundamentals in a fast and practical way. There will be many examples and explanations that are straight to the point. You will develop your own Text Mining Application at the end course.
Contents
1. Introduction
2. Getting Started (Installing IDE, ...)
3. Language Essentials I (variables, data types, ...)
4. Language Essentials II (loops, if... else..., methods)
5. Object Essentials (classes, inheritance, polymorphism, encapsulation, ...)
6. Text Mining Essentials (Import Text Files, Text Transformation (lowercase, stopwords), Text Understanding (Stanford NLP), Text Classification (Stanford Classifier) )
7. Conclusion
JUST $13.99
https://www.udemy.com/fundamentals-of-java-programming-for-text-mining-and-nlp/?couponCode=FBDISCOUNT6
This course aims to cover the fundamentals of Python programming through real world examples, followed by a touch on Data Science. Python programming basics such as variables, data types, if statements, loops, functions, module, object and classes are very important and this course will try to teach these with a Console Calculator project.
The course will than run through the popular data mining libraries like pandas, matplotlib, scipy, sklearn briefly on iris dataset to do data manipulation, data visualizations, data exploration with statistics (inferential and descriptives), model and evaluation.
You do not need to know programming for this course.
This course is based on my ebooks at SVBook.
https://www.udemy.com/fundamentals-of-python-for-data-mining/?couponCode=FBDISCOUNT6
This is the bite size course to learn Bootstrap. You will learn Bootstrap very fast and You will create your own website very soon after learning the course. You can look into our Learn HTML Basics Fast, Learn CSS Basics Fast , and Learn Javascript Basics Fast Course.
Content
Install Text Editor
Embed Bootstrap in HTML
Bootstrap Grid System
Bootstrap Text
Bootstrap Tables
Bootstrap Forms
Bootstrap Buttons
Bootstrap Icons
Bootstrap Image
Bootstrap Jumbotron
Bootstrap Alerts
Bootstrap Badges
Bootstrap Pagination
Bootstrap Navigation Menu
Bootstrap Navigation Bar
Bootstrap Cards
Putting Everything Together - Create Your Own Website using Bootstrap
https://www.udemy.com/learn-bootstrap-basics-fast/?couponCode=FBDISCOUNT6
This is the bite size course to learn Javascript. You will learn Javascript very fast and You will create your own calculator and form validations very soon after learning the course. You can look into our Learn HTML Basics Fast and Learn CSS Basics Fast Course.
Content
Install Text Editor
Hello World
Comments
Javascript in HTML
Variables
Data Types
Arithmetic Operators
Comparison Operators
Logical Operators
Assignment Operators
Joining of Two Strings
IF ELSE Statements
Switch Statements
While Loop
For Loop
Functions
Dialog Boxes
Put Everything Together - Create Our Own Calculator
Events Handling
DOM Basics
Form Validations
https://www.udemy.com/learn-javascript-basics-fast/?couponCode=FBDISCOUNT6
This is the bite size course to learn CSS. You will learn CSS very fast and You will create your own website very soon after learning the course. This course build on my Learn HTML Basics Fast Course.
Content
Install Text Editor
Using CSS (Incline, Embed, CSS File)
Selectors (tag, class, ID)
Text (Font, Text Style)
Content Block (border, padding, margin, ...)
Position (Static, Relative, Absolute, Fixed)
Lists
Hyperlink
Rollover
Menu Buttons
Rearrange our Website
https://www.udemy.com/learn-css-basics-fast/?couponCode=FBDISCOUNT6
This is the bite size course to learn HTML. You will learn HTML very fast and You will create your own website very soon after learning the course.
Content
Install HTML Text Editor
HTML Document Standards
Headings
Paragraphs
Line breaks, Bold, Italics
Superscript and Subsript
Unordered List, Ordered List
HTML Table
HTML Table 2
Hyperlink
Add Image
Add Youtube
Feedback Forms
Create Your own Website 1
Create Your own Website 2
Create Your own Website 3
https://www.udemy.com/learn-html-basics-fast/?couponCode=FBDISCOUNT6
This is the bite size course to learn Plotly JS for Data Visualizations. You will learn Plotly very fast and You will create your own dashboards very soon after learning the course. This course uses HTML, Javascript, Bootstrap, and CSS. Hence, you can learn HTML with our Learn HTML Basics Fast Course, learn Javascript with our Learn Javascript Basics Fast Course, learn Bootstrap with our Learn Bootstrap Basics Fast Course, and learn CSS with Learn CSS Basics Fast Course.
Content
Install Text Editor
Embed Plotly JS in HTML
Plot Our First Chart
Plot Scatterplot
Plot Bubble Plot
Plot Line Charts
Plot Filled Area Plots
Plot Bar Chart
Plot Horizontal Bar Chart
Plot Pie Chart
Plot Histogram
Plot Boxplot
Create Dashboards
Create Dashboards Easily and Efficiently with DSTK Chart Plotter
https://www.udemy.com/fundamentals-of-plotly-js-for-data-visualizations/?couponCode=FBDISCOUNT6
This is the bite size course to learn C Programmin. You will learn C Programming very fast and You will create your own calculator very soon after learning the course.
Content
Getting Started
Hello World Software
Variables and Data Types
Arithmetic Operators
Rational Operators
Logical Operators
Special Oerators
Array
Array 2
String
Decision Making (IF statements)
Decision Making 2 (Switch Statements)
Loop (while loop, for loop, do while)
Loop 2 (while loop, for loop, do while)
Function
Create Your own Calculator
Create Your own Calculator 2
Create Your own Calculator 3
https://www.udemy.com/create-your-calculator-learn-c-programming-fast/?couponCode=FBDISCOUNT6
This is the bite size course to learn Python Programming. You will learn Python Programming very fast and You will create your own calculator very soon after learning the course.
Content
Getting Started
Hello World Software
Variables and Data Types
Data types Conversion
Arithmetic Operators
Comparison Operators
Assignment Operators
Boolean Operators
Decision Making I (IF statements)
Loop (while loop, for loop)
Lists
Functions
Modules
Object and Classes
Create Your own Calculator
JUST 13.99
https://www.udemy.com/create-your-calculator-learn-python-programming-basics-fast/?couponCode=FBDISCOUNT6
This is the bite size course to learn R Programming. You will learn R Programming very fast and You will create your own calculator very soon after learning the course.
You can take the course as follows, and you can take a exam at EMHAcademy to get SVBook Certified Data Miner using R certificate :
- Create Your Calculator: Learn R Programming Basics Fast (R Basics)
- Applied Statistics using R with Data Processing (Data Understanding and Data Preparation)
- Advanced Data Visualizations using R with Data Processing (Data Understanding and Data Preparation, in future)
- Machine Learning with R (Modeling and Evaluation)
Content
Getting Started
Hello World Software
Variables and Data Types
Data types Conversion
Vector
List
Matrix
Data Frame
Arithmetic Operators
Relational Operators
Logical Operators
Decision Making I (IF statements)
Loop (while loop, for loop)
Functions
Create Your own Calculator
Import CSV
Descriptive Statistics with Summary()
Plot Graphs
JUST $13.99
https://www.udemy.com/create-your-calculator-learn-r-programming-basics-fast/?couponCode=FBDISCOUNT6
Have you ever wanted to build your own calculator program? This course is for you. This course is specially designed for you to quickly and easily gain all the fundamental skills of Java to create your own calculator, regardless of your background. You can proceed to our "Fundamentals of Java for Text Mining and NLP Course" after this course.
JUST $13.99
https://www.udemy.com/create-your-calculator-learn-java-programming-basics-fast/?couponCode=FBDISCOUNT6
This is the bite size course to learn C# Programming. You will learn C# Programming very fast and You will create your own calculator very soon after learning the course.
Content
Getting Started
Hello World Software
Variables and Data Types
Data types Conversion
Data Types Conversion II
Arithmetic Operators
Relational Operators
Logical Operators
Assignment Operators
Array
Decision Making I (IF statements)
Decision Making 2 II (Switch Statements)
Loop (while loop, for loop, do while, foreach loop)
Loop 2 (while loop, for loop, do while, foreach loop)
Loop 3 (while loop, for loop, do while, foreach loop)
Loop 4 (while loop, for loop, do while, foreach loop)
Loop 5 (while loop, for loop, do while, foreach loop)
Methods
Objects and Classes I
Object and Classes II
Create Your own Calculator
Create Your own Calculator 2
Create Your own Calculator 3
Create Your own Calculator 3
https://www.udemy.com/create-your-calculator-learn-c-programming-basics-fast/?couponCode=FBDISCOUNT6
Have you ever want to build your own windows GUI program? Whether you are a novice wanting to create your own GUI application, or a professional looking to convey your ideas through software prototyping, this course is for you.
This course is specially designed for you to quickly and easily gain all the fundamental skills to create your own windows application, regardless of your background. This hand-ons class uses practical approach to teach C# programming, meaning we will walk you through in creating your own application, from simple console to GUI, while explaining the important theory you should know. No unnecessary theory is included to bore you off, and you will walk away with your own web browser by the end of the course.
Topics Covered in a Practical Way:
While writing your own Console Calculator Application, we will discuss about all the C# coding basics, including conditional statements (IF... Else, Switch...Case), Loops (for loops, while loops), variables, arrays, methods and etc.
Class and Objects, inheritance, encapsulation, and polymorphism, the essentials of Object Oriented Programming, will also be discussed while you enhance your console calculator application.
Learn interface design and event handling for creating beautiful GUI application, while you build your own web browser.
and more...
Programming is a form of language, hence, to master it, you must read and write your own coding. Practical approach in learning C# programming will no doubt help you in mastering C# programming, but simultaneously have a better insight on how the theory can be applied in real time to solve problems. In case you are worried about having to buy Microsoft Visual Studio, we assured you that we will be using the open source Sharp Develop IDE, which is very similar to visual studio, but more importantly, it is FREE. Come, join the fun, join us to learn C# programming in a practical way, you will receive a free ebook and walk away with your own web browser program.
This course is based on my ebooks, aka course materials, at SVBook.
JUST $13.99
https://www.udemy.com/create-your-webbrowser-learn-c-fundamentals-practically/?couponCode=FBDISCOUNT6
This is the bite size course to learn Data Analysis using Microsoft Excel fasts. This course will use CRISP DM MOdel, and we will go through Data Understanding (Data Visualizations, Statistics, Data ANlaysis) and Data Preparation (Remove Mssing values, remove duplicates) using Mcirosoft Excel.
You will need to know some COmputer knowledge before learning this course and you need to know Microsoft Excel before learning also. You can learn Microsoft Excel at my course "Learn Microsoft Excel Basics Fast".
You can take the course as follow and you can take an exam at EMHAcademy to get SVBook Advance Certificate in Microsoft Office and Data Analysis with Excel:
- Learn Microsoft Word Basics Fast
- Learn Microsoft Powerpoint Basics Fast
- Learn Microsoft Excel Basics Fast
- Learn Data Aalysis using Microsoft Excel Basics Fast.
Content
Getting Started
Download Dataset
Read CSV
Data Mining Process
INsert Lien CHart
INsert Bar Chart
INsert Pie CHart
INsert Scatterplot
INsert Combo Chart
Pivot Table
INsert Pivot Table and Pivot Chart
Data Analysis Plugins
Data Analysis PLugins 2
Descriptive Statistics
Histogram
Correlation
Covariance
TTest Two Samples Paired for means
TTest Two Samples Equal Variances
TTest Two Samples Unequal Variances
F Test Two Samples for Variances
ANOVA Single Factor
ANOVA Two Factor WIthout Replication
Regression ANalysis
Remove Duplicates
Remove Missing
Sort Data
Filter DAta
https://www.udemy.com/learn-data-analysis-using-microsoft-excel-basics-fast/?couponCode=FBDISCOUNT6
This is the bite size course to learn Microsoft Word fasts.
You will need to know some COmputer knowledge before learning this course.
You can take the course as follows, and you can take a exam at EMHAcademy to get SVBook Advance Certificate in Microsoft Office:
- Learn Microsoft Word Basics Fast
- Learn Microsoft Powerpoint Basics Fast
- Learn Microsoft Excel Basics Fast
You can take the course as follow and you can take an exam at EMHAcademy to get SVBook Advance Certificate in Microsoft Office and Data Analysis with Excel:
- Learn Microsoft Word Basics Fast
- Learn Microsoft Powerpoint Basics Fast
- Learn Microsoft Excel Basics Fast
- Learn Data Aalysis using Microsoft Excel Basics Fast.
Content
Getting Started
Theme
Bold
Italics
Underline
Strkethrough
subscript
superscript
Chnage Font
Change Font Size
Change TExt Effects
Text Highlights
Change Text COlors
CHnage Text Styles
Left Align
Center
Right Align
INcrease Indent
Decrease Indent
Bullets
Numbering
INsert Tables
Style Tables
INsert Photos
Edit Pictures
INsert Shapes
INsert Icons
INsert Smartart
INsert Charts
INsert Header
Insert Footer
INsert Page Number
Insert Textbox
INsert Symbols
Insert Equations
Themes
Colors
Paragraphs Spacing
Watermark
Page COlor
Borders
Text Direction
Margins
Orientations
Size
Columns
INsert COver Page
INsert Blank Page
INsert COnetnet Page
POtrait and Landscape in a DOcument
Word COunt
Spelling Check
Protect Document
Export PDF
13.99
https://www.udemy.com/learn-microsoft-word-basics-fast/?couponCode=FBDISCOUNT6
** If you faced any disabilities, we can gives you free books, courses, and softwares. Email: gohminghui88@svbook.com
This is the bite size course to learn Microsoft POwerPoint fasts.
You will need to know some COmputer knowledge before learning this course.
You can take the course as follows, and you can take a exam at EMHAcademy to get SVBook Advance Certificate in Microsoft Office:
- Learn Microsoft Word Basics Fast
- Learn Microsoft Powerpoint Basics Fast
- Learn Microsoft Excel Basics Fast
You can take the course as follow and you can take an exam at EMHAcademy to get SVBook Advance Certificate in Microsoft Office and Data Analysis with Excel:
- Learn Microsoft Word Basics Fast
- Learn Microsoft Powerpoint Basics Fast
- Learn Microsoft Excel Basics Fast
- Learn Data Aalysis using Microsoft Excel Basics Fast.
Content
Getting Started
Bold
Italics
Underline
Text Shadow
Strkethrough
Character Spacing
Change Case
Text Highlighting
Change Text Color
Change Font
Chnage FOnt Size
Bullets and Numbering
Create Tables
INsert Pictures
Edit Image 1
Edit Image 2
Edit Image 3
Create SHapes
Create Shapes 2
INsert Icons
Insert SmartArts
INsert Charts
Insert Textbox
INsert Header and Footer
Insert WordArt
Insert Equation
INsert Symbols
Insert Videos
Theme
Format Background
Design Ideas
Transition
Animating Objects and Text
Slideshows
Spelling
Print
Print 2 or 3 slides
Export Handouts
https://www.udemy.com/learn-microsoft-powerpoint-basics-fast/?couponCode=FBDISCOUNT6
** If you faced any disabilities, we can gives you free books, courses, and softwares. Email: gohminghui88@svbook.com
This is the bite size course to learn Microsoft Excel fasts.
You will need to know some COmputer knowledge before learning this course.
You can take the course as follows, and you can take a exam at EMHAcademy to get SVBook Advance Certificate in Microsoft Office:
- Learn Microsoft Word Basics Fast
- Learn Microsoft Powerpoint Basics Fast
- Learn Microsoft Excel Basics Fast
You can take the course as follow and you can take an exam at EMHAcademy to get SVBook Advance Certificate in Microsoft Office and Data Analysis with Excel:
- Learn Microsoft Word Basics Fast
- Learn Microsoft Powerpoint Basics Fast
- Learn Microsoft Excel Basics Fast
- Learn Data Aalysis using Microsoft Excel Basics Fast.
Content
Getting Started
Download Data set
Read CSV
Bold
Italics
Underline
Text Color
Chnage Font
Border
Cells Color
Line Styles
Line COlors
Autosize
Left Align
Center ALign
Right Align
Merge and Center
Format Cells
Conditional Formatting
Format as Tables
Change Cell Styles
Format as Tables vs Change Cell Styles
Sum Fucntion
Average Function
Min Function
Max Function
Correlation
Variance
Standard Deviation
Kurtosis
SKewness
VLOOKUP
COUNTIF
IF FUnction
More Functions
Find and Replace
Sort Data
Filter Dtaa
INsert Line CHart
Insert Bar CHart
INsert Pie CHart
INsert Scatterplot
INsert COmbo CHart
INsert Pivot Table
INsert Pivot Tables and Pivot Charts
https://www.udemy.com/learn-microsoft-excel-basics-fast/?couponCode=FBDISCOUNT6
** If you faced any disabilities, we can gives you free books, courses, and softwares. Email: gohminghui88@svbook.com
