Best Free Machine Learning Course With Certification in 2025
Updated on Mar 11, 2025 | 12 min read | 8.1k views
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Updated on Mar 11, 2025 | 12 min read | 8.1k views
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Every time you watch a movie on Netflix, shop on Amazon or get recommendations on YouTube, you’re seeing Machine Learning in action. It’s the technology behind algorithms that learn from data to deliver better results over time.
Machine Learning helps machines mimic human learning by identifying patterns in data and improving with experience. This is why industries like tech, healthcare, and finance use it to enhance customer experiences and streamline operations. Companies like Google, Meta, and Microsoft rely on Machine Learning to power their products and services.
If you’re fascinated by how technology can think, a Machine Learning course is the perfect place to start. The best part? You don’t have to spend a fortune. Several platforms offer free machine learning courses with certificates, allowing you to learn and showcase your skills.
With these free courses, you can build your knowledge of Machine Learning and explore how it shapes the technology we use every day.
Whether you’re a student, working professional, or someone curious about technology, you can start your ML journey without needing advanced coding or technical expertise. Beginner-friendly courses help you grasp the basics of machine learning, explore real-world applications, and build a solid foundation for advanced learning.
Overview:
This hands-on course by Google is designed to introduce learners to machine learning concepts in a practical, engaging way. It uses video lessons, interactive visualizations, and exercises to make ML accessible for beginners. Whether you want to explore the theory or apply ML in real-world scenarios, this course provides a comprehensive start.
What You’ll Learn:
Key Features:
Who It’s For:
Overview:
This course simplifies machine learning for absolute beginners. With no coding required, it focuses on key concepts, definitions, and workflows. Using relatable examples, it shows how machine learning powers technologies like recommendation systems, chatbots, and self-driving cars.
What You’ll Learn:
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Who It’s For:
If you’ve already started learning machine learning and have some experience with Python or data analysis, intermediate courses are the next step. These programs are designed to deepen your understanding of concepts like deep learning, natural language processing (NLP), and reinforcement learning. They help you gain practical knowledge and prepare for challenging roles in the field.
Overview:
Part of the MITx MicroMasters program, this course offers an in-depth introduction to machine learning. It covers advanced topics like linear models, deep learning, and reinforcement learning, with hands-on Python projects to reinforce learning. Ideal for learners with a background in math, programming, and probability.
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Who It’s For:
Source: upGrad (IIIT Bangalore)
URL: PGC in Machine Learning & NLP
Overview:
This course, designed for working professionals, focuses on machine learning and natural language processing (NLP). It includes over 240 hours of learning, 5+ industry projects, and 360° career support. The program helps learners master cutting-edge tools and techniques in NLP, including machine translation and text analytics.
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For experienced professionals aiming to deepen their expertise, advanced machine learning programs provide the perfect pathway to specialize in cutting-edge technologies. These courses are designed for those who already have a strong foundation in machine learning and want to explore areas like deep learning, predictive analytics, and advanced algorithms.
Source: upGrad (IIIT Bangalore)
URL: PGC in Machine Learning & Deep Learning
Overview:
This program focuses on mastering machine learning and deep learning concepts with hands-on projects. It offers 240+ hours of learning, live sessions, and personalized career support to help learners gain advanced knowledge and transition into AI-driven roles.
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Source: upGrad (Drexel University)
URL: MS in Machine Learning Engineering
Overview:
This dual-degree program allows learners to earn a master’s degree from Drexel University while gaining an advanced certificate from IIIT Bangalore. It focuses on advanced machine learning techniques, including predictive analytics and statistical modeling, with the added benefit of international exposure.
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Source: upGrad (LJMU & IIIT Bangalore)
URL: Master of Science in Machine Learning & AI
Overview:
This Master’s program, delivered by Liverpool John Moores University (LJMU) and IIIT Bangalore, is designed for professionals aiming to become leaders in AI and ML. With over 750 hours of learning, industry-driven projects, and integrated modules on Generative AI, this program equips learners with the latest tools and techniques to excel in the field.
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Machine Learning is a part of our daily lives, often unnoticed. Here are some common ways it’s used across different industries:
Industry |
Application |
Example |
Healthcare |
Diagnoses diseases and predicts health risks. |
Identifying early signs of diabetes. |
Retail |
Provides product recommendations and dynamic pricing. |
Suggesting items based on shopping history. |
Finance |
Detects fraud and assesses loan eligibility. |
Flagging unusual banking transactions. |
Entertainment |
Recommends movies, shows, or music. |
Suggesting a playlist based on recent songs. |
Transportation |
Allocates rides and powers self-driving cars. |
Optimizing routes for rideshare drivers. |
Manufacturing |
Detects defects and predicts equipment issues. |
Alerting for maintenance before breakdowns. |
Education |
Adapts lessons and detects plagiarism. |
Customizing lessons for a student’s pace. |
Customer Service |
Chatbots handle queries and analyze feedback. |
Resolving order-related issues in real time. |
Machine Learning offers a variety of career opportunities in India. Here are some roles you can pursue, their key responsibilities, and the typical salary range:
Job Role |
Responsibilities |
Average Salary (INR) |
Machine Learning Engineer |
Develop and deploy ML models; work with large datasets to create predictive systems. |
₹11,75,000 per year |
Data Scientist |
Analyze data to extract insights; apply ML algorithms to solve business challenges. |
₹8,00,000 to ₹12,00,000 per year |
AI Engineer |
Design AI models; integrate AI solutions into existing systems. |
₹9,00,000 to ₹14,00,000 per year |
Data Analyst |
Interpret complex data sets; assist in decision-making processes. |
₹4,00,000 to ₹8,00,000 per year |
Business Intelligence Analyst |
Create data visualizations; report on business performance metrics. |
₹5,00,000 to ₹9,00,000 per year |
NLP Specialist |
Work on language processing tasks like translation and sentiment analysis. |
₹7,00,000 to ₹12,00,000 per year |
Computer Vision Engineer |
Develop systems for image and video analysis; implement object detection algorithms. |
₹8,00,000 to ₹13,00,000 per year |
Automation Engineer |
Design automated systems; apply ML for process improvements. |
₹6,00,000 to ₹10,00,000 per year |
Robotics Engineer |
Integrate ML into robotics; work on navigation and control systems. |
₹7,00,000 to ₹12,00,000 per year |
Note: Salaries can vary based on experience, location, and company size.
Completing free machine learning course with certificate is a great start, but advancing your skills can open up even better opportunities. Here’s how you can make the leap to more specialized and advanced areas in machine learning:
Machine Learning is one of the most exciting and in-demand fields today, and upGrad makes it easier than ever to start or advance your career in this space. With top-notch programs, real-world projects, and unmatched career support, here’s how upGrad helps you succeed:
With upGrad, you gain the skills, experience, and support needed to excel in Machine Learning. Start your career today!
Expand your expertise with the best resources available. Browse the programs below to find your ideal fit in Best Machine Learning and AI Courses Online.
Discover in-demand Machine Learning skills to expand your expertise. Explore the programs below to find the perfect fit for your goals.
Discover popular AI and ML blogs and free courses to deepen your expertise. Explore the programs below to find your perfect fit.
Source:
https://www.glassdoor.co.in/Salaries/machine-learning-engineer-salary-SRCH_KO0,25.htm
https://www.glassdoor.co.in/Salaries/data-scientist-salary-SRCH_KO0,14.htm
https://www.glassdoor.co.in/Salaries/ai-engineer-salary-SRCH_KO0,11.htm
https://www.glassdoor.co.in/Salaries/data-analyst-salary-SRCH_KO0,12.htm
https://www.glassdoor.co.in/Salaries/business-intelligence-analyst-salary-SRCH_KO0,29.htm
https://www.glassdoor.co.in/Salaries/nlp-specialist-salary-SRCH_KO0,14.htm
https://www.glassdoor.co.in/Salaries/computer-vision-engineer-salary-SRCH_KO0,24.htm
https://www.glassdoor.co.in/Salaries/automation-engineer-salary-SRCH_KO0,19.htm
https://www.glassdoor.co.in/Salaries/robotics-software-engineer-salary-SRCH_KO0,26.htm
https://developers.google.com/machine-learning/crash-course
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