Training Syllabus:
GIT/GITHub
- Introductions
- How to create user in Git
- Git Workflow
- How to use git stage and commit commands
- How to use and Manage Git ignore command
- How To Use Rename and Remove Commands in Git
- How To Skip staging in GIT
- How To Unmodifying and Unstaging In GIT
- Creating Account on GitHub | How to Singup on GitHub
- How To Cloning Remote Repository in Github
- How To Create Branch In Git | Git Branching
- How To Merge Branches In GIT
Python
- How to install python on windows 7/8.1/10
- How to Install PyCharm IDE on Windows Machine
- How to install Anaconda in windows 7/8.1/10
- How to Launch Jupyter Notebook Using Anaconda
- Introduction of python
- Python Basic Concepts
- Variables in Python
- Python Strings
- List in Python
- Python Dictionary Methods
- Tuple In Python
- How To Use Set In Python
- How To Use Conditional Expressions in Python
- How To Use While Loop in Python
- How To Use For Loop In Python
- Try And Except In Python Function
- Read, Readline and Readlines In Python
- Python Functions
- Lambda Functions
- Join(), Map(), Filter() in Python
- Python Decorators
- Enumerate In Python
- Fstring In Python
- OOPS Concepts in python
Python Usecases- Creating Python Mini Project
Flask
- Introduction of Flask
- How to deploy the Machine Learning Algorithm using Flask
- How To Create Python Model Using A Flask
- Flask using HTML code in Python
Tableau
- Tableau Introductions
- Tableau Installation on Windows
- How to connect different Database in the Tableau
- Formatting The Column Data In Tableau Part 1
- Formatting The Column Data In Tableau Part 2
- What Is Mean By Measure Name And Measure Value In Tableau
- What Are The Cards In Tableau
- Different Types Of Charts In Tableau
- How To Plot Multiple Line Chart In Tableau
- What Is Scatter Chart And Plotting A Scatter Charts
- What Is Bar Chart And How To Plot Bar Chats In Tableau
- What Is Pie Chart And How To Plot Pie Chart In Tableau
- What Is Bubble Chart And How To Plot Bubble Chart In Tableau
Machine Learning
- How to install python on windows 7/8.1/10
- How to install Anaconda in windows 7/8.1/10
- How to Launch Jupyter Notebook Using Anaconda
- How To Import Libraries and Dataset for Linear Regression
- Distribution Plot For Linear Regression
- How To Use Label Encoder and Heatmap
- How To Use Train Test and Split For Linear Regression
- Linear Regression Model Creation and Model Training
- Linear Regression Model Evaluation
- How To Import libraries and dataset for Logistic Regression
- Imputing Null Values
- Plotting For Logistic Regression
- How To Do The Pre-Processing For Logistic Regression
- How To Use Train, Test and Split For Logistic Regression
- How To Create Logistic Model and Model Evaluation
- How To Import Libraries and Dataset
- EDA (Exploratory Data Analysis) and Count Plot
- How To Do The Pre-Processing
- How To Use Train, Test and Split
- How to Create Logistic Model and Logistic Model Evaluation
- Decision Tree Entropy Model
- Decision Tree Gini Model
- Random Forest Model
- How To Import Libraries and Dataset
- Distribution Plot and EDA for Naive Bayes
- How To Use Train, Test, Split and Logistic Model
- Naive Bayes Model
- How To Import Libraries and Dataset
- Plotting and EDA For K-Means Cluster
- Finding K and Elbow method for K-means Cluster
- How Get Cluster Centers and Plotting
- How To Import Libraries and Dataset
- Distribution Plot and EDA For KNN
- How To Use Train, Test and Split
- How To Create KNN Model and Model Evaluation
- How To Find K Optimum for KNN
- How To Import Libraries, Dataset and Pre-Processing
- Distribution Plot and EDA For SVM
- How To Use Train, Test and Split the dataset
- How to Create Logistic Model and Logistic Model Evaluation
- Creating a Support Vector Machine and Model Evaluation
