Machine Learning Fundamentals Certificate Course Online
The Machine Learning Fundamentals Certificate Course by TimesPro is designed to provide learners with a strong foundation in machine learning concepts and practical skills. This self-paced online programme covers essential topics including an introduction to machine learning, common ML algorithms, supervised learning, and unsupervised learning using sklearn. The course equips learners with skills applicable to data analysis, predictive modelling, and automation. It serves as a critical stepping stone for those seeking to advance into deep learning, reinforcement learning, or broader AI roles. Whether you are beginning your journey in tech or looking to formalise your knowledge, this course offers a structured and accessible pathway into the field of machine learning.
Instructors:
TimesPro
English
Course Start Date:
Self-paced
Duration:
22 Hours
₹ 3,990
Overview
The Machine Learning Fundamentals Certificate Course offered by TimesPro is an accessible, self-paced online programme ideal for beginners and professionals looking to build foundational knowledge in machine learning. The course is structured around three core modules covering an introduction to machine learning, supervised learning, and unsupervised learning, with hands-on exposure to sklearn, one of the most widely used Python libraries for ML. Learners can complete modules at their own pace and earn a certificate upon successful completion of quizzes and assignments.
Why Technology & Analytics?
Machine learning is no longer a niche skill — it underpins modern applications in healthcare, finance, retail, and beyond. This course from TimesPro provides an affordable, beginner-friendly entry point into the field, with a fee of just ₹3,990. The self-paced format means you can learn around your schedule without committing to fixed class times. The curriculum is concise and practical, focusing on the concepts and tools that matter most: core ML theory, algorithmic thinking, and hands-on sklearn usage. It is designed to give you real, applicable knowledge that transfers directly to data-driven roles.
What does this course have to offer?
Key Highlights
3 focused modules covering ML fundamentals Hands-on introduction to sklearn library Covers supervised and unsupervised learning Self-paced with flexible scheduling Includes quizzes and assignments for applied learning Certification upon course completion Affordable fee of ₹3,990 + taxes
Interested in career outcomes and specializations?
Who is this programme for?
Students and graduates exploring data science and AI careers Professionals looking to upskill in machine learning basics Developers wanting to add ML knowledge to their skill set Anyone curious about artificial intelligence and its foundations
Minimum Eligibility
Open to all learners No prior experience required Basic computer literacy recommended
Not sure whether you qualify for this programme?
Who is the programme for?
Enrolling in the Machine Learning Fundamentals course is simple. Learners select the course on the TimesPro platform, complete payment of ₹3,990 (plus applicable taxes), and gain immediate access to the learning portal. The programme is fully self-paced, meaning there are no fixed batch dates or admission rounds. Once enrolled, learners can begin immediately and progress through the three modules at their convenience. Assessment is via quizzes and assignments embedded within the course, and certification is awarded upon successful completion.
How to apply?
Curriculum
The curriculum is structured across three progressive modules. The first module, Introduction to Machine Learning, provides a foundational overview of machine learning concepts, a course introduction, common ML algorithms, and a practical introduction to the sklearn library. The second module covers Supervised Learning, exploring techniques where models are trained on labelled data to make predictions. The third module covers Unsupervised Learning, which deals with identifying patterns and structures in unlabelled data. Together, the three modules provide a well-rounded introduction to the core pillars of modern machine learning practice.
There are 3 semesters in this course
Module 1 — Introduction to Machine Learning: This module lays the groundwork for the entire course. Learners are introduced to the machine learning landscape, covering what ML is, where it is applied, and how it differs from traditional programming. The module includes an overview of common ML algorithms and provides a hands-on introduction to sklearn, Python's premier machine learning library. By the end of this module, learners will understand the ML workflow from data preparation to model evaluation. Module 2 — Supervised Learning: This module dives into one of the most widely applied areas of machine learning. Learners explore how models are trained on labelled datasets to learn input-output mappings. Topics include regression, classification, model evaluation metrics, and overfitting concepts. Practical exercises help reinforce the theory through real-world-style applications. Module 3 — Unsupervised Learning: The final module shifts focus to scenarios where labelled data is unavailable. Learners explore clustering techniques, dimensionality reduction, and pattern recognition in unlabelled datasets. This module rounds out the learner's foundational ML knowledge and prepares them for more advanced study in deep learning and AI.
Introduction to Machine learning
Supervised Learning
Unsupervised Learning
Programme Length
Self-paced programme with no fixed duration. Learners can complete all three modules at their own convenience.
Whom you will learn from?
Learn from top industry experts who bring real-world experience and deep knowledge to every lesson. The instructors are dedicated to help you achieve your goals with practical insights and hands-on guidance.
Instructor
TimesPro
TimesPro - an award-winning EdTech initiative of the Times Group.
TimesPro - an award-winning EdTech initiative of the Times Group. We believe in empowering learners like you to pave their own path to success. No matter what stage of career you are at, you can choose from our wide range of learning and career development solutions. Our education, training, counselling, and progressive programmes enable you to constantly evolve. Our mission is to help India transform into a knowledge economy by helping YOU - the future of the nation - to upskill, grow, and accelerate your career with the art of learning; because we believe that only when one learns, can one fulfil all their aspirations, whether personal or professional.
Tuition Fee
The Machine Learning Fundamentals course is priced at ₹3,990 plus applicable taxes, making it one of the most affordable entry points into certified machine learning education in India. Payment is made as a one-time fee at the time of enrolment through TimesPro's official platform. No EMI or instalment options are mentioned for this course given the accessible price point.
Fee Structure
Payment options
Need help understanding fees, EMI options, or scholarships?
Learning Experience
The course is delivered entirely online through the TimesPro learning portal in a self-paced format. After enrolment, learners log in to the portal and work through the three modules independently. Each module includes conceptual content, practical exercises, and assessments in the form of quizzes and assignments. Learners can revisit content and attempt assessments at their own pace. Upon completing all modules and assessments, a certificate is issued digitally.
University Experience
TimesPro is the executive education initiative of The Times of India Group (Bennett, Coleman & Co. Ltd.), one of India's most trusted media and education organisations. The platform partners with leading institutions including IIMs, IITs, IISc, XLRI, and international universities to deliver high-quality online and blended learning programmes. For early career and certificate courses like this one, TimesPro provides direct access to structured learning content, a robust learning portal, and certification that carries the credibility of the Times Group.
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About the University
TimesPro, established in 2013, is a Higher EdTech platform by The Times Group focused on professional education in India. The institution offers diverse learning programs across early career courses, executive education, and enterprise solutions. Their programs span banking, finance, technology, analytics, and marketing sectors through partnerships with premier institutions like IIMs, IITs, and global universities
100,000+
alumni community
@210
course offerings
10*
streams
Affiliation & Recognition
XLRI
NSDC
Fitch learning
lincoln university
Faculties
These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.
Instructor
TimesPro
TimesPro - an award-winning EdTech initiative of the Times Group.
TimesPro - an award-winning EdTech initiative of the Times Group. We believe in empowering learners like you to pave their own path to success. No matter what stage of career you are at, you can choose from our wide range of learning and career development solutions. Our education, training, counselling, and progressive programmes enable you to constantly evolve. Our mission is to help India transform into a knowledge economy by helping YOU - the future of the nation - to upskill, grow, and accelerate your career with the art of learning; because we believe that only when one learns, can one fulfil all their aspirations, whether personal or professional.
Career services
TimesPro provides extensive career support through dedicated placement assistance and industry connections. The institution focuses on developing industry-ready professionals through practical training, skill development, and career guidance. Their placement cell offers comprehensive support including interview preparation, profile enhancement, and direct connections with leading employers. The career services team works closely with over 3,500 corporate partners to ensure strong placement outcomes and career growth opportunities for students. Students receive personalized mentoring, soft skills training, and industry-specific preparation to enhance their employability.
10LPA
highest package
3500+
hiring partners
90%+
placement rate
Top Recruiters
Course Start Date:
Self-paced
Duration:
22 Hours
₹ 3,990
Frequently asked questions
Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.