Learn Machine learning algorithms Online: Free Course with AI Tutor & Certificate
This is a free machine learning algorithms course that includes an optional paid certificate. Over 1 hours and 29 video lessons, you'll master essential models. You will start with Understanding Machine Learning, then progress through supervised and unsupervised techniques to build a solid data science foundation.
Machine learning algorithms course syllabus
01 Introduction to Machine Learning
- Understanding Machine Learning
- Types of Machine Learning: Supervised vs Unsupervised
- Key Concepts: Features, Labels, and Models
- Setting Up Your ML Environment
02 Supervised Learning Techniques
- Introduction to Supervised Learning
- Classification vs Regression
- Linear Regression Basics
- Logistic Regression Fundamentals
- Decision Trees and Random Forests
03 Unsupervised Learning Techniques
- Introduction to Unsupervised Learning
- Clustering: K-Means Algorithm
- Hierarchical Clustering
- Dimensionality Reduction: PCA
- Anomaly Detection Techniques
04 Advanced Algorithms and Techniques
- Support Vector Machines (SVM)
- Neural Networks and Deep Learning
- Deep Q-Networks (DQN)
- Agents, Actions, and Rewards
- Ensemble Learning Techniques
05 Applications of Machine Learning
- Image Recognition Basics
- Natural Language Processing (NLP) Overview
- Implementing ML Algorithms in Python
- Creating Visualizations for ML Models
- Identifying Learning Goals and Gaps
06 Practical Implementation and Case Studies
- Building a Simple Classification Model
- Regression Analysis with Real Data
- Clustering in Practice
- Dimensionality Reduction in Action
- Case Studies and Real-world Applications
Skills you'll gain
Add these to your LinkedIn profile and resume the day you finish.
Who should take this Machine learning algorithms course?
And exactly what you need before starting (spoiler: almost nothing).
This course is for
- Data enthusiasts looking to understand core machine learning algorithms for beginners.
- Software developers in India wanting to transition into data science or AI roles.
- Working professionals who need a quick refresher on advanced machine learning algorithms.
- Computer science students preparing for technical interviews and data projects.
Prerequisites
- To get the most out of this course, you should have basic knowledge of Python programming and fundamental statistics.
- Familiarity with basic data structures and algorithms is helpful but not strictly required.
- A computer with internet access to watch the video lessons and complete the AI quizzes.
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 Machine learning algorithms course: free, structured and job-focused
This free machine learning algorithms full course lets you study at no cost, with an optional paid certificate available to highlight your new skills. You'll learn exactly how LearnTube works by experiencing it firsthand. Our platform pairs top curated YouTube videos with an interactive AI tutor. After every single lesson, the AI tests your knowledge with quick quizzes to make sure you actually understand the material before moving forward.
Across 6 modules and 29 video lessons, this training covers everything from basic concepts to advanced machine learning algorithms. You will begin with a clear Introduction to Machine Learning, specifically the first lesson on Understanding Machine Learning. From there, the curriculum moves into Supervised Learning Techniques like regression and classification, followed closely by Unsupervised Learning Techniques such as clustering. You'll spend about 1 hours total watching focused, bite-sized content.
As you progress into Advanced Algorithms and Techniques, you'll see how these models solve real problems. The final modules focus on Applications of Machine Learning and Practical Implementation and Case Studies. By the time you finish, you'll know how to select the right algorithm for a specific dataset and apply it confidently. With 60,000+ learners already on the platform, you're joining a massive community of professionals building their data science careers.
Jobs you can target after learning Machine learning algorithms
Machine learning algorithms is a gateway skill for some of the fastest-growing roles in tech.
Analyzes complex datasets to build predictive models and inform business decisions.
Designs, builds, and deploys scalable machine learning applications in production.
Cleans data and uses basic statistical models to extract business trends.
Creates artificial intelligence systems using advanced algorithms to automate tasks.
Typical entry-level salary ranges in India as of September 2026. Actual compensation varies by city, company and experience.
Earn a Machine learning algorithms 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 Machine learning algorithms course.
Do I need to install any specific software?
No special software is required to start learning. You can watch the 29 video lessons and take the AI quizzes directly in your web browser. Later, you might want to install Python and Jupyter Notebook for personal practice.
What prior experience is needed for this ml algorithms course?
You should know basic Python programming and fundamental math concepts like statistics. The first lesson covers Understanding Machine Learning, so you will get a gentle introduction, but coding familiarity helps you grasp the practical implementations faster.
What job roles can this training help me get?
This knowledge prepares you for roles like Data Scientist, Machine Learning Engineer, and Data Analyst. Entry-level salaries for these positions in India typically range from ₹4 LPA to ₹12 LPA, depending on your overall technical background.
Can I complete this machine learning algorithms online course on my phone?
Yes, the LearnTube platform is fully mobile-friendly. You can watch the curated YouTube videos and answer the AI tutor quizzes on your smartphone, allowing you to study easily during your daily commute or free time.
Is this a self-paced learning program?
Absolutely. You can progress through all 6 modules at your own speed. The total video content takes about 1 hours to watch, making it easy to fit into a busy schedule alongside work or college classes.
How do I earn the machine learning algorithms certification?
You can learn everything for free. If you want the official certificate to share on LinkedIn or your resume, you can purchase it as an optional add-on once you finish the modules and pass the final assessments.
Will I learn advanced machine learning algorithms here?
Yes. After covering the basics, the fourth module specifically focuses on advanced algorithms and techniques. You will explore complex models and see exactly how they are applied to solve real-world data problems in the later case studies.
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Start learning Machine learning algorithms today, for free
29 lessons, an AI tutor that never gets tired, and a certificate at the finish line. All you need is an hour a day.
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