40 Modules and 11 popular Python libraries | 70+ Hours of HD Video Course | Course Materials (PDF, Source code files, etc.)
Absolutely FREE | No Sign-up Needed | Scroll Down and Start Learning
If you want to learn machine learning with Python, then you are at the right place. Here is a complete Python and machine learning training course that you can access for FREE. Just scroll down and watch all the videos. This is a premium machine learning training course; I am giving it for free to learn and become an expert.
The training course is of 40 modules and more than 60+ hours of HD videos. Just scroll down and watch. I highly recommend going through it step by step in the sequence that I have arranged. But you can watch the video you want if you are an intermediate or advanced user.
The FREE Python and machine learning training course also contains the following libraries:
- Machine Learning
- Python Basics
- Tkinter
- Turtle
- Django
- Pandas
- Numpy
- Matplotlib
- Scikit Learn
- Pytorch
- Tensorflow, Etc.
Each module contains course materials such as PDFs and Source Code. If you want those files, then you can download them below:
If you have any questions or feedback for me, you can comment in the comment area below.
Python and Machine Learning Training Course
Let’s get started!
DOWNLOAD COURSE MATERIALS:
Download all the Source Code Files (275+), PDF Files (350+), and PPTs of the Python and Machine Learning Training Course.
Module 1: Introduction to Machine Learning
Module 1 starts with an introduction to machine learning. It contains 12 videos that will help you understand machine learning.
Lesson 1: Introduction to Machine Learning
In this Machine learning training course, I have explained about:
- What is Machine learning
- Why use machine learning
- Features of machine learning
- Use cases of machine learning
Related tutorials:
- Why Is Python Used for Machine Learning?
- What Is The Future of Machine Learning
- Best Programming Languages for Machine Learning
- Machine Learning Life Cycle
Lesson 2: Steps of Machine Learning
In this Machine learning training course, I have explained about:
- Steps of Machine Learning
- Machine Learning tools
Related tutorials:
- Python and Machine Learning Expert Tutorials
- How to Become a Machine Learning Engineer?
- Data Mining vs Machine Learning
Lesson 3: Supervised, Unsupervised and Reinforcement Learning
In this Machine learning training course, I have explained about:
- Supervised Learning
- Unsupervised Learning
- Reinforcement Learning
Related tutorials:
- Data Science vs Machine Learning
- Statistical Learning vs Machine Learning
- Machine Learning vs Neural Networks
- Machine Learning for Managers
Lesson 4: Supervised vs unsupervised learning
In this Machine learning training course, I have explained about:
- Supervised Learning
- Unsupervised Learning
Related tutorials:
- Generative AI vs Machine Learning
- Machine Learning Engineer vs Data Scientist
- Computer Vision vs Machine Learning
Lesson 5: Workflow & Types of Supervised Learning
In this Machine learning training course, I have explained about:
- Supervised Learning
- Types of Supervised Learning
- Regression analysis
- Classification.
Related tutorials:
Lesson 6: Types of Regression Algorithms
In this Machine learning training course, I have explained about:
- Linear Regression
- Support Vector Regression
- Decision Tree Regression
- Random Forest Regression
Related tutorials:
- 9 Python Libraries for Machine Learning
- How Much Do Machine Learning Engineers Make? Salary Trends in 2025
- 51 Machine Learning Interview Questions and Answers
Lesson 7: Types of Classification Algorithms
In this Machine learning training course, I have explained about:
- Logistic Regression
- Support Vector Machines
- Decision Trees
- Naive Bayes
Lesson 8: Workflow of Unsupervised Learning
In this Machine learning training course, I have explained about:
- Introduction to Unsupervised Learning
- Workflow of Unsupervised Learning
- Why use Unsupervised Learning
- Categories of Unsupervised Learning
Lesson 9: Categories of unsupervised learning
In this Machine learning training course, I have explained about:
- Clustering
- Association Rules
Lesson 10: How Reinforcement Learning Works
In this Machine learning training course, I have explained about:
- Introduction to Reinforcement Learning
- How Reinforcement Learning Works
- Approaches to Implement Reinforcement Learning
- Why use Reinforcement Learning
Lesson 11: Types of Reinforcement Learning
In this Machine learning training course, I have explained about:
- Types of Reinforcement Learning
- Positive
- Negative
- Supervised Learning vs Reinforcement Learning
Lesson 12: Markov Decision Process
In this Machine learning training course, I have explained about:
- Markov Decision Process
- Key Components
- Examples
Module 2: Introduction to Python Programming
Module 2 starts with an introduction to Python Programming. This module contains 7 videos, and this will give you an understanding of Python Programming.
DOWNLOAD COURSE MATERIALS:
Download all the Source Code Files (275+), PDF Files (350+), and PPTs of the Python and Machine Learning Training Course.
Lesson 1: Introduction to Python Programming
In this online Python training course, I have explained about:
- Introduction to Python
- Where can we use Python
- Features of Python
- How Python is different from other programming languages
- Companies using Python
Lesson 2: Installation of Python
In this online Python training course, I have explained about:
- Install Python on Windows
- Install Python on Docker
- Install Python on Linux
- Install Python on Mac
Related tutorials:
Lesson 3: How to access and work with Python Online
In this online Python training course, I have explained about:
- Python Official interpreter
- Repl.it
- Google Colab
Lesson 4: Understanding Python Environment
In this Machine learning training course, I have explained about:
- Modules and Packages in Python
- Introduction to PIP
- Virtual Environment
- Introduction to Conda
Related tutorials:
- Is Python an Interpreted Language?
- Is Python a Good Language to Learn?
- Is Python a Compiled Language?
Lesson 5: Setting up a Python Development Environment
In this online Python training course, I have explained:
- Need of a development environment
- Different Python development tools
- Code editing tools
- Your first Python program
Lesson 6: Git and GitHub
In this online Python training course, I have explained:
- What is Git
- What is GitHub
- Getting started with Git and GitHub
Related tutorials:
Lesson 7: Your First Python Program
In this online Python training course, I have explained:
- Your First Python Program in Sublime Text
- First Python Program in PyCharm IDE
- First Python Program in Spider IDE
- First Python Program in Jupyter Notebook
Module 3: Basics of Python
Module 3 is on the Basics of Python concepts. This module contains 20 videos, and this will give you an understanding of basic Python concepts.
DOWNLOAD COURSE MATERIALS:
Download all the Source Code Files (275+), PDF Files (350+), and PPTs of the Python and Machine Learning Training Course.
Lesson 1: Python Identifiers and Keywords
In this online Python training course, I have explained:
- Identifiers in Python
- Keywords in Python
Related tutorials:
Lesson 2: Variables in Python
In this online Python training course, I have explained:
- What are Variables?
- Variable Naming Rules
- How do you reassign a variable value?
- Multiple assignments in a variable
- How do you delete a variable?
Lesson 3: Python Data Types
In this online Python training course, I have explained:
- Numeric Data Type
- String Data Type
- List Data Type
- Tuple Data Type
- Set Data Type
- Dictionary Data Type
Related tutorials:
Lesson 4: Python Naming Convention and Coding Standards
In this online Python training course, I have explained:
- Python Naming Conventions
- Coding standards
Lesson 5: Document Interlude in Python
In this online Python training course, I have explained:
- Introduction to Documentation
- Difference between Commenting and Documenting
- Comments in Python
- Docstring in Python
Related tutorials:
- How to Slice Lists in Python?
- How to Add Tuples to Lists in Python?
- How to Create a Dictionary from Two Lists in Python?
Lesson 6: Operators in Python
In this Python training course, I have explained:
- What are Operators
- Types of operators in Python
- Examples
Lesson 7: Python Functions
In this online Python training course, I have explained:
- Introduction to Function
- Types of Functions in Python
- Examples of User-Defined Function
- The Anonymous Function(Lamba)
Related tutorials:
- How to Sort a List in Python Without Using the sort() Function?
- How to Set Global Variables in Python Functions?
- How to Return Multiple Values from a Function in Python?
Lesson 8: Conditional Statements in Python
In this Python training course, I have explained:
- What are control statements
- Types of control statements
- Conditional statements
Lesson 9: Looping Statements in Python
In this online Python training course, I have explained:
- Looping Statements
- For loop
- While loop
- Nested loop
Related tutorials:
- How to Create a Dictionary in Python Using a For Loop?
- How to Add Elements in List in Python using For Loop
- Python For Loop with Index
Lesson 10: Jump Statements in Python
In this online Python training course, I have explained:
- Break statement
- Continue statement
- Pass statemen
Lesson 11: Python String
In this Python training course, I have explained:
- String Data Type
- Indexing and slicing String
- String Immutability
- Escape sequences
- Using Operators on Strings
- Basic String Methods
Related tutorials:
- How to Check if a String Represents a Number with Decimal in Python?
- How to Check if a String is Alphabet in Python?
- How to Check if a String Contains Only Alphanumeric Characters and Underscores in Python?
Lesson 12: Python List
In this online Python training course, I have explained:
- List Data Type
- Indexing and Slicing a List
- Modifying List Elements
- Deleting a list or list elements
- Using operators on a list
- Basic List Methods
Related tutorials:
- How to Generate a List of Random Numbers in Python?
- How to Print a List Without Brackets in Python?
- How to Sort a List of Objects by Attribute in Python?
Lesson 13: Tuple in Python
In this Python training course, I have explained:
- Tuple Data Type
- Indexing and slicing a Tuple
- Tuple Immutability
- Basic operations on
- Tuple
- Basic Tuple Methods
Related tutorials:
- How to Create an Empty Tuple in Python?
- How to Access Tuple Elements in Python?
- How to Print a Tuple in Python?
Lesson 14: String vs List vs Tuple
In this online Python training course, I have explained:
I discussed similarities and differences between strings, lists, and tuples.
Lesson 15: Python Dictionaries
In this Python training course, I have explained:
- Introduction to Python Dictionary
- Creating a dictionary
- Assessing dictionary elements
- Modifying dictionary elements
- Deleting dictionary elements
- Basic Dictionary Operations
- Basic Dictionary Methods
Related tutorials:
- Python Dictionary Update
- Python Copy Dict Without One Key
- Python Dictionary contains
- Python Dictionary Find Key By Value
Lesson 16: Python Sets
In this Python training course, I have explained:
- Introduction to Python set
- Creating a set
- Adding set elements
- Deleting set elements
- Basic set operations
- Basic set methods
Lesson 17: Dictionary vs Sets
In this online Python training course, I have explained:
Similarities and differences between dictionaries and Sets.
Related tutorials:
- Python Dictionary of sets
- Compare Lists, Tuples, Sets, and Dictionaries in Python
- How to Add Items to a Dictionary in Python?
Lesson 18: Python Regular Expression
In this Python training course, I have explained:
- Introduction to Regular Expressions
- Python RegEx Functions
- Meta-characters
- Special Sequences
- Sets
- Examples
Lesson 19: Modules In Python
In this online Python training course, I have explained:
- Introduction to Modules
- Built-in Modules
- Creating a Module
- Different ways of importing a Module
Lesson 20: Packages in Python
In this Python training course, I have explained:
- Introduction to Packages
- Create a Python Package
- Example
Related tutorials:
Module 4: Exception Handling in Python
Module 4 is on exception handling in Python. This module contains 3 videos, and this will give you an understanding of the concept exception handling.
Lesson 1: Exception Handling in Python
In this Python training course, I have explained:
- Need for Exception Handling
- Try-Exception statement
- Catching a specific exception
- Try with the else clause
- Try with the Finally clause
- Raising an exception
Lesson 2: Python Errors
In this online Python training course, I have explained:
- Introduction to Error in Python
- Exception in Python
- Examples
Related tutorials:
- How to Fix TypeError:‘tuple’ object is not callable in Python?
- How to Fix the IndexError tuple index out of range Error in Python?
- How to Fix the “TypeError: string indices must be integers Error” in Python?
- ValueError: Can Only Convert an Array of Size 1 to a Python Scalar
Lesson 3: Understand Various Python Exceptions
In this online Python training course, I have explained:
- Introduction to Exceptions in Python
- Built-in Exceptions
- User-defined Exceptions
Module 5: Files in Python
In Module 5, I explained files in Python. This module contains 7 videos, and this will help you to learn how to work with and convert various file formats.
Lesson 1: Work with files in Python
In this Python training course, I have explained:
- Open a file in Python
- Read a file in Python
- Close a file in Python
- Create a file in Python
- Write into a file in Python
- Append to a file in Python
Related tutorials:
- How to Copy Files to Another Directory in Python?
- How to Open a File in Python?
- How to Check if a File Exists in Python?
- How to Print the Contents of a File in Python?
Lesson 2: Work with binary files in Python
In this Python training course, I have explained:
- Open a file in binary format
- Read a file in binary format
- Create/write into a binary file
- Append to a binary file
Lesson 3: Work with Docx in Python
In this Python training course, I have explained:
- How to work with Docx
- Read a Doc file
- Creating/Writing a Docs file
Related tutorials:
- How to Convert PDF to Docx in Python
- How to Download Files from URLs Using Python?
- How to Delete a File if it Exists in Python?
Lesson 4: Work with PDFs in Python
In this Python training course, I have explained:
- Introduction to PDF
- Introduction to PyPDF2
- Various operations related to PDF
Lesson 5: Work with CSV files in Python
In this Python training course, I have explained:
- Introduction to CSV
- Reading a CSV file
- Writing a CSV file
Related tutorials:
- How to Create a CSV File in Python?
- How to Read Large CSV Files in Python?
- How to Save Python Dictionary to a CSV File?
Lesson 6: Convert one file to another in Python
In this Python training course, I have explained:
- Convert a text file to a PDF
- Convert a DOCX file to a PDF
Lesson 7: Convert PDF to Docx in Python
In this online Python training course, I have explained:
- How to convert a PDF to DOC
- Different types of methods for converting PDF to DOCX
Related tutorials:
- How to Convert PDF to Docx in Python
- Convert HTML page to PDF using Django in Python + PDF Invoice
- Matplotlib save as pdf + 13 examples
Module 6: Object-Oriented Programming in Python
In Module 6, I explained Python’s OOPs concepts. This module contains 7 videos, and this will help you to master object-oriented programming language.
Lesson 1: Overview of OOPs
In this Python training course, I have explained:
- What is OOP
- Class
- Objects
- Inheritance
- Polymorphism
- Data abstraction
- Encapsulation
Lesson 2: Public, Private, and Self Variables
In this online Python training course, I have explained:
- Self-variable in Python
- Public variable in Python
- Private variable in Python
Related tutorials:
Lesson 3: Function or Method
In this Python training course, I have explained:
- What is a function in Python
- What is a method in Python
- Difference between a function and a method
Lesson 4: Constructors and Destructors
In this online Python training course, I have explained:
Constructor Vs Destructor
Related tutorials:
- How to Call a Base Class Constructor with Arguments in Python?
- How to Call Super Constructors with Arguments in Python?
- How to Create and Use an Empty Constructor in Python?
Lesson 5: Abstraction and Encapsulation
In this Python training course, I have explained:
- Introduction to Abstraction
- Introduction to Encapsulation
Lesson 6: Inheritance and multiple inheritance
In this online Python training course, I have explained:
- Introduction to inheritance
- Introduction to multiple inheritance
Lesson 7: Polymorphism in Python
In this Python training course, I have explained:
- Polymorphism in built-in functions
- Polymorphism in user-defined functions
- Polymorphism is a class
- Polymorphism in Inheritance
Module 7: Python Multithreaded Programming
In Module 7, I explained multithreaded programming concepts. This module contains 5 videos, and this will help you learn more about Python mutithreaded programming.
Lesson 1: What is multithreading
In this online Python training course, I have explained:
- Concurrency in Python
- Parallelism
- Introduction to threads
- Multithreading
- How to implement multithreading in Python
- Constraints of Python for concurrent applications
Lesson 2: Multiprocessing vs Multi-Threading
In this tutorial, I discussed the difference between multiprocessing and multithreading.
Lesson 3: Thread Synchronization
In this Python training course, I have explained:
- Race condition
- Introduction to thread synchronization
- Lock class
- Semaphore
Lesson 4: Daemon Threads
In this Python training course, I have explained Daemon Threads.
Lesson 5: Deadlocks of Threads and Avoiding Deadlocks
In this Python training course, I have explained the:
- Deadlock of threads
- Example of a threading deadlock
- Avoiding deadlocks
Module 8: Databases in Python
In Module 8, we will learn how to use databases in Python. This module contains 5 videos, and this will help you learn more about Python database.
Lesson 1: MySQL in Python
In this online Python training course, I have explained:
- Working with MySQL/MariaDB in Python
- Steps to set MySQL/MariaDB Connectivity
Related tutorials:
Lesson 2: SQLite in Python
In this Python training course, I have explained:
- Introduction to SQLite
- Steps to set connectivity
Related tutorials:
Lesson 3: PostgreSQL in Python
In this online Python training course, I have explained:
- Overview of PostgreSQL
- Create a database connection
- Execute SQL queries
Related tutorials:
Lesson 4: CREATE, INSERT, READ, and DELETE Operations
In this Python training course, I have explained:
- CREATE Operation
- Retrieving data operation
- Update Operation
- Delete Operation
Lesson 5: DDL operations using Python
In this online Python training course, I have explained:
- What is a DDL operation
- Create operation
- Alter operation
- truncate operation
- Rename operation
- Drop operation
