Learn Python Programming for AI & ML Online: Free Course with AI Tutor & Certificate
Building intelligent systems requires a solid coding foundation. This free 1-hour course teaches you Python for machine learning across 10 modules. You will master Object-Oriented Programming, NumPy, and Data Visualization. By the end, you'll be ready to train supervised and unsupervised learning algorithms.
Python Programming for AI & ML course syllabus
01 Introduction to Python Programming
- Setting Up Python Environment
- Basic Syntax and Variables
- Data Types and Structures
- Control Flow and Loops
02 Functions and Modules
- Defining and Calling Functions
- Function Arguments and Return Values
- Importing and Using Modules
- Creating Custom Modules
- Lambda Functions and List Comprehensions
03 Object-Oriented Programming in Python
- Classes and Objects
- Inheritance and Polymorphism
- Encapsulation and Abstraction
- Magic Methods and Operator Overloading
- Working with Exceptions
04 Introduction to NumPy
- Understanding Arrays and Matrices
- Array Operations and Manipulations
- Indexing and Slicing
- Broadcasting and Vectorization
- Working with Random Numbers
05 Data Visualization with Matplotlib and Seaborn
- Basic Plotting with Matplotlib
- Customizing Plots and Subplots
- Advanced Visualizations with Seaborn
- Plotting Time Series Data
- Interactive Visualizations
06 Introduction to Machine Learning
- Understanding Machine Learning Concepts
- Introduction to Scikit-Learn
- Building a Simple Model
- Evaluating Model Performance
07 Working with Data for Machine Learning
- Data Preprocessing Techniques
- Feature Engineering and Selection
- Handling Missing Data
- Data Normalization and Standardization
- Splitting Data into Training and Testing Sets
08 Supervised Learning Algorithms
- Linear Regression
- Logistic Regression
- Support Vector Machines
- Ensemble Methods
09 Unsupervised Learning Algorithms
- K-Means Clustering
- Hierarchical Clustering
- Principal Component Analysis
- Anomaly Detection
- Dimensionality Reduction Techniques
10 Introduction to Neural Networks
- 1 Understanding Neural Networks
- 1.1 Neural Network Basics|Provide an overview of neural networks and their inspiration from biological neural systems.
- 1.2 Perceptrons and Activation Functions|Discuss the concept of perceptrons as the building blocks of neural networks and the role of activation functions.
- 1.3 Network Architectures|Explain different neural network architectures and their suitability for various types of problems.
- 2 Building a Simple Neural Network
- 2.1 Designing a Neural Network|Teach how to design a simple neural network for a specific task, such as
Skills you'll gain
Add these to your LinkedIn profile and resume the day you finish.
Who should take this Python Programming for AI & ML course?
And exactly what you need before starting (spoiler: almost nothing).
This course is for
- Aspiring data scientists looking to build a strong coding foundation.
- Working professionals who want to transition into AI and machine learning roles.
- College students seeking practical Python skills to improve their job prospects in India.
Prerequisites
- There are no strict prerequisites for this beginner-friendly course.
- Basic computer literacy and internet access.
- A strong interest in artificial intelligence and data analysis.
How learning works on LearnTube
The structure of a bootcamp, the price of free.
AI curates your path
Our AI picks the top 1% of video content for each topic and arranges it into a structured, goal-based curriculum. No more tutorial roulette.
Learn, then get quizzed
After every lesson, your AI tutor asks you a question and gives personalised feedback on your answer, so gaps get fixed immediately.
Finish with proof
Complete the course, build the capstone project, and claim a certificate recognised by 900+ hiring partners.
A complete Python Programming for AI & ML course: free, structured and job-focused
Data teams often struggle to turn raw information into accurate predictions because they lack a strong programming foundation. This Python artificial intelligence course solves that by teaching you the exact coding skills needed for data science. You'll start with an Introduction to Python Programming and Setting Up Python Environment. From there, the curriculum moves into Functions and Modules, followed by Object-Oriented Programming in Python. Once you understand the core syntax, you will learn how to manipulate datasets in the Introduction to NumPy module and present findings clearly using Data Visualization with Matplotlib and Seaborn.
After mastering the basics, you'll transition into applied concepts. The course includes an Introduction to Machine Learning and a dedicated section on Working with Data for Machine Learning. You will train models using Supervised Learning Algorithms and uncover hidden patterns with Unsupervised Learning Algorithms. Finally, the program wraps up with an Introduction to Neural Networks.
LearnTube makes it simple to master these skills. You don't need to spend hours searching for reliable tutorials. Our platform curates top YouTube video lessons and structures them into a logical path. Across 48 video lessons, you'll get tested by an AI tutor that generates a quiz after every single video. Learning is completely free, and you can add an optional paid certificate at the end to show employers your new technical abilities. Join over 60,000 learners and build your machine learning foundation today.
Jobs you can target after learning Python Programming for AI & ML
Python Programming for AI & ML is a gateway skill for some of the fastest-growing roles in tech.
Cleans and visualizes datasets to help companies make better business decisions.
Builds and trains predictive models using supervised and unsupervised learning algorithms.
Writes and tests code for various applications, including backend systems and data pipelines.
Typical entry-level salary ranges in India as of September 2026. Actual compensation varies by city, company and experience.
Earn a Python Programming for AI & ML certificate employers recognise
Finish the course and claim a certificate you can share anywhere.
- Learn 100% free: every lesson, quiz and the AI tutor cost nothing
- Claim your certificate when you complete the course (an optional paid add-on)
- Recognised by 900+ hiring partners across India
- One click to share on LinkedIn and add to your resume
Why learners choose LearnTube
Real reviews from Google. You learn free, you get assessed free, and you pay only if you want the certificate.
Though I have 11 years of experience as an HRBP, the course helped me refresh my knowledge and gave me insights into new trends in the market. The modules were clear and easy to understand, and the quizzes were well designed. I have added the certificate to my LinkedIn profile.
I had a lot of doubts while learning, but the AI chatbot answered them in detail with simple summaries. The videos on the platform saved me a lot of time as I didn't have to search YouTube and watch random content.
Just earned my certificate in HR Management from LearnTube.ai! The platform is user-friendly and the assessment was a great way to validate my knowledge. Feeling proud of this accomplishment!
I enrolled in a LearnTube personalized course to get into a Data Analytics role. It helped me learn SQL in depth and gave me hands-on experience with Power BI. I attached the LearnTube certificate to my CV, it added credibility to my profile, and I'm currently in the interview process.
The interface is user-friendly and intuitive, making it easy to navigate the course. I encountered no errors during my time using the platform, which was a refreshing change from other online learning platforms.
Just cleared the Business Analyst assessment and got certified! Loved how the course simplifies big concepts like data-driven decision making into short, practical lessons. The automated quizzes kept me on track the whole time. Perfect boost for my resume!
The certificate gave me a real edge during my B.Tech. By the time I graduated, I had skills that set me apart from my peers, and the certification opened up more job opportunities. It gave me the confidence to stand out during interviews.
I manage many software projects as a General Manager and was looking for a good certification program to stay competitive. After researching many programs, I chose LearnTube and it was much better than I expected. The material is well-organized and practical, and what I liked most is the lifetime access.
Frequently asked questions
Everything learners ask before starting this Python Programming for AI & ML course.
Is this python machine learning training really free?
Yes. You can watch all 48 video lessons and take every AI quiz without paying anything. The only cost is if you decide to purchase the optional certificate after completing the material.
How do I get the machine learning with python certification?
Once you finish the 10 modules and pass the AI tutor quizzes, you can buy the optional certificate. You can easily add this credential to your LinkedIn profile or resume.
Why not just watch Python tutorials directly on YouTube?
Finding the right videos takes time. LearnTube organizes the best YouTube lessons into a structured path and adds an AI tutor. You'll get interactive quizzes after every video to test your knowledge.
What software do I need to install for this course?
You just need a computer with internet access. The very first lesson covers Setting Up Python Environment, which will guide you through installing Python and any necessary libraries like NumPy and Matplotlib.
Do I need prior coding experience to take this?
No prior experience is strictly required, but basic computer literacy helps. The course begins with an Introduction to Python Programming, making it accessible for absolute beginners who want to learn AI.
How long does it take to learn Python for AI and ML?
This specific course contains about 1 hour of video content. Since it is entirely self-paced, you can finish it in a single afternoon or spread the 48 lessons over a weekend.
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