Author: Ravi Singh

Meet Ravi Singh, author of this article, who is recognized as a Principal AI Scientist. He has a specialization in the world of AI for more than 15 years, with hands-on work experience in the field of Artificial Intelligence, Machine Learning, and Deep Learning technologies. The innovative business solution developed successfully by him tackled most of the challenging problems in the landscape of Artificial Intelligence. The knowledge that will be shared by him and insights with multiple Data Science and AI communities help others learn and grow. Ravi Singh, as the author of this article, has thoughtfully analyzed various AI programs and focuses on beginner-friendly courses that guide newcomers with clarity and help them build confidence.

Updated on September 23 2025

Top 10 Best ML Courses
In 2025

Are you looking to advance your skills in Machine Learning (ML)? Your journey starts here, guided by us! Logicmojo is the one platform with endless opportunities, giving you a clear path to achieve growth in the field of Artificial Intelligence and Machine learning. Know about the most useful Top 10 beginner-friendly ML courses for 2025 to kickstart your Data Scientist career. These courses are designed by experts, packed with real-world projects, and prepare you for a job-ready role in top tech companies. Begin your path to mastering ML with this first step!

S.No.	Course Details	Duration	Pricing	Action
1	Logicmojo AI & ML Course BEST CHOICE Logicmojo ★★★★★ (4.9/5) Logicmojo AI & ML Course is top of our list as the best course for beginners in AI. It is a very beginner-friendly course for learning AI from scratch. No prior coding experience is required to join this course. Classes start from the very basics and gradually move to an advanced level with project development on GenAI. Reviews: Quora Reddit Trustpilot Medium switchup 7 months Live Online Generative AI Focus	7 months	₹65,000	Enroll Now

2	Machine Learning Specialization Coursera (DeepLearning.AI & Stanford) ★★★★★ (4.9/5) The definitive starting point for beginners, taught by AI pioneer Andrew Ng. This specialization builds a strong theoretical foundation in Machine Learning from the ground up using modern Python libraries, making it highly practical for aspiring data scientists. Reviews: Quora Reddit Youtube Medium Shiksha 2 Months Self-Paced Andrew Ng	2 Months	₹ 4,100/mo	Enroll Now

3	Advanced Machine Learning on Google Cloud Coursera (Google Cloud) ★★★★★ (4.7/5) An advanced specialization for those with existing ML knowledge. This course focuses on building production-grade models using TensorFlow on Google's Vertex AI platform, covering key System Design principles for MLOps. Reviews: Quora Reddit Youtube Medium GitHub 1 Months Advanced Google Vertex AI	5 Months	₹ 4,100/mo	Enroll Now

4	Intro to Machine Learning Udacity ★★★★★ (4.6/5) A legendary free course taught by industry pioneer Sebastian Thrun. It is the perfect practical starting point for learners who already have some Python programming knowledge and want to apply core ML algorithms with Scikit-learn. Reviews: Quora Reddit Glassdoor Medium Linkedin 3 Months Free Course Project-Based	3 Months	Free	Enroll Now

5	IBM Machine Learning Professional Certificate Coursera (IBM) ★★★★★ (4.6/5) A comprehensive, beginner-friendly program from a tech giant. This certificate covers the full spectrum of ML, from Python basics to advanced topics like Deep Learning and Reinforcement Learning, making it an excellent all-in-one package for starting a career. Reviews: Quora Reddit TrustPilot Medium Linkedin 3 Months Self-Paced IBM Certificate	11 Months	₹ 4,100/mo	Enroll Now

6	Become an Expert in Machine Learning & AI with IIIT-B upGrad (IIIT Bangalore) ★★★★★ (4.5/5) A comprehensive Post Graduate Diploma for professionals seeking deep, structured learning and a formal university credential. This program is ideal for career switchers aiming for a significant Data Scientist salary, with extensive placement support. Reviews: Quora Reddit Linkedin Medium Siksha 12 Months Live + Recorded IIIT-B Diploma	12 Months	₹ 3,40,000	Enroll Now

7	Professional Certificate in AI and Machine Learning Simplilearn (IIT Kanpur) ★★★★★ (4.7/5) A comprehensive program for professionals seeking the prestige of an IIT Kanpur certificate. This course covers the entire ML lifecycle, including Deep Learning and NLP, with a strong focus on building a job-ready portfolio through over 25 hands-on projects. Reviews: Quora Reddit TrustPilot Course Report SwitchUp 11 Months Live Classes IIT Kanpur Cert.	11 Months	₹ 2,34,990	Enroll Now

8	Fundamentals of Machine Learning and AI AWS (Coursera) ★★★★★ (4.7/5) Developer looking to dive into ML on AWS? Fundamentals of Machine Learning and AI, is a ideal for cloud practitioners and developers who want to understand the fundamentals of AWS AI and ML services. This course will make you to gain the skills to confidently work with the AI tools in the cloud which makes you to build, deploy, and innovate AI solutions that make an Impact in your career. Reviews: Quora Reddit Shiksha Medium Linkedin 10 hours Self-paced Beginner	10 hours	₹ 8,785	Enroll Now

9	Fundamentals of Google AI for ML Edx(Google) ★★★★★ (4.6/5) Ready to master ML fundamentals? The Fundamentals of MAchine Learning and AI is the perfect program for aspiring AL practitioners who want to build a strong foundation in core AI and ML principles by using curriculum carefully curated by Google. With hands-on exercises and practical examples, you will gain the skills needed to understand and apply machine learning effectively. By the end of the program, you will be able to learn concepts to tackle real-world AI challenges and shape the future of technology. Reviews: Quora Reddit Shiksha Medium CourseReport 4 weeks Self-paced AI-900 Exam Prep	4 weeks	₹ 4,348	Enroll Now

10	AWS Machine Learning Engineer Nanodegree Udacity (AWS) ★★★★★ (4.7/5) An advanced, co-created program for those looking to specialize in ML engineering on the AWS cloud. This Nanodegree focuses heavily on production-level skills, including model deployment and MLOps with Amazon SageMaker, a key skill for a high software engineer salary. Reviews: Quora Reddit Linkedin Medium CourseReport 4 Months Advanced Amazon SageMaker	4 Months	₹ 42,272/mo	Enroll Now

Why You Must Learn AI in 2025

AI revolution is not coming, it's here in 2025. AI is transforming every industry at lightning speed. Those candidates who take action today will lead the AI revolution in the future! Invest in yourself this year and start your AI journey in 2025, opening the doors to the most powerful career opportunities in a fast-changing world.

📈

The AI Job Market Is Exploding

AI is the future in the fastest-growing career path of 2025. Due to increasing AI-related jobs, the demand for skilled AI Engineers is also increasing. This creates a golden opportunity for the professionals who are eagerly waiting to step into the AI World. By learning an AI course now, you not only position yourself for high salaries but also will be able to secure long-term career growth. Start building your expertise today, because those who act now will lead the AI-driven world of tomorrow.

⭐

Future-Proof Your Career

We all know that learning AI skills is no longer optional because it is a fact that AI is transforming every industry, which is making it essential. A wide range, starting from finance and healthcare to marketing and beyond, every industry is also adopting AI to drive growth and innovation. By learning AI skills, you become a valuable, future-ready professional. Do not be slow; invest in AI skills today, and be a game-changer where every team needs you tomorrow.

💡

Solve Meaningful Problems

In 2025, it is a world where technology plays a major role in tackling some of the biggest challenges in the world. Starting from technology used in medical research to finding solutions for climate change, and even transforming how we learn, which innovates in shaping our future. Let us start your journey now and bring positive change across the globe.

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What's the Best Programming Language for AI?

Spoiler: It's Python 🐍

Why Python Dominates AI Development and Projects

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Beginner-Friendly

Are you in search of a language that is easy to learn? Then Python is all set for you! Python is the most popular language in the AI world, which is very simple, readable, and absolutely beginner-friendly. What makes Python unique is its clear Syntax that makes it very easy for any beginner to understand coding and work on real projects quickly. Python will always allow you not only to focus on learning the AI concepts but also to understand the complex coding rules.

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Industry Standard and Widely Trusted

Most of the top companies like Google, Meta, Netflix, and OpenAI choose the Python language because it is versatile, reliable, and easy to use. The clear syntax and readability of the Python language make it accessible for beginners, which plays a major role in most of the large-scale and real-world projects.

📚

Powerful Libraries

The access to Python is just like a door that opens to a set of powerful libraries that make coding, working with data, and building projects in easier way and faster as well. Focusing on tools like TensorFlow, PyTorch, and scikit-learn, they are widely trusted by most working professionals worldwide in order to create efficient, real-world solutions.

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Research & Prototyping

Jupyter Notebooks is a module of Python that gives you an easy and very interactive way to test many ideas, and also helps to run experiments by improving your projects in a detailed step-by-step process. This is perfect for quick learners, fast prototyping, and those who want to turn complex concepts into working solutions. By using this Jupyter Notebook, the focus on creativity and innovation will help you build real results.

🚀 Your Learning Roadmap:

Begin with Python fundamentals and build a strong foundation. Later, you can learn how to handle data with two of the most trusted tools in the tech world: NumPy and Pandas. In a span of a few weeks, you will build your confidence to tackle your first machine learning models.

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Prerequisites: Do You Need to Be a Math Genius?

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Coding Skills

Beginner

Zero Knowledge in Coding? Do not worry! Python is one of the easiest languages to start with. This is a coding language that is simple and clear, which makes it a perfect choice for beginners. You can build your coding skills step by step as you learn and gain confidence working on real examples and projects.

Intermediate

Are you already familiar with the basics like variables, loops, and functions? Great! You are now ready for the next big step! With the knowledge of basics, you can confidently build real models, do experiments with the data, and you can see how your code will come to life.

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Math Skills

Essential (But Don't Worry!)

You do not need to be a math genius to get started. Yes, you heard it right! Just a basic high school level algebra and a little more about the basic statistics are more than enough to begin your journey. And the best part? Most of the complex math is already taken care by powerful libraries, so you can focus on understanding the concepts and applying them.

Helpful for Deeper Roles

If you are aiming for roles that are truly challenging, advanced, or research-type, having a strong knowledge of linear algebra, calculus, and probability is a big advantage. Knowing about these subjects and mastering these skills will later open doors for the more impactful roles where you can innovate and lead.

Key Concepts: AI vs Ml vs DL

Know the Basics First. Understanding the differences between AI, Machine Learning, and Deep Learning should be your first big step. Once you become familiar with these ideas, you will feel confident in choosing the right path that best fits your goals, and you will achieve success!

Artificial Intelligence (AI)

Do you know? The Power of AI is the science of creating smart machines. AI is like a whole universe of intelligent systems, ranging from fun game-playing bots to life-changing self-driving cars.

Machine Learning (ML)

What if computers can learn on their own, just by looking at data? That is exactly what Machine Learning does! Instead of giving instructions to the systems, machine learning will help to find patterns, get better with experience, and even they can make smart predictions.

Deep Learning (DL)

Have you ever wondered how machines recognize faces in photos or understand human language? That is the magic of Deep learning! Deep learning is a branch of Machine Learning that uses multi-layered neural networks, which have been inspired by the human brain, in order to tackle complex tasks, including image recognition and speech understanding.

Role	Industry Median	Max (90th %ile)
AI Engineer (Fresher)	₹8.0L	₹15L
AI Engineer (3-5 yrs)	₹14.2L	₹28L
Senior Data Scientist	₹24.5L	₹40L
Lead AI Architect	₹35L	₹60L

City/Region	Median CTC
Bangalore	₹18L
Hyderabad	₹16L
Mumbai	₹15.5L
T2 Cities	₹11.5L

Top 10 Best ML Courses In 2025

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