5 AI Foundations Courses to Build a Strong Data Science Career for Enthusiasts
Being a data scientist isn’t easy, especially with the rapid advancements in AI, machine learning, and data analysis techniques. To stay relevant and competitive, it’s crucial for a data scientist to improve their skills and stay ahead of the curve continuously.
But how do you upgrade your skills as a data scientist? Should you pursue a traditional degree program? Or should you explore online AI courses that allow you to upskill at your own pace?
Opting for online courses is often the smarter choice—they are more affordable and flexible and allow you to learn from industry leaders like Andrew Ng, Geoffrey Hinton, and Yann LeCun without worrying about location or commute.
Now, you might be asking yourself—Which online machine learning course is the best for me? With countless courses available on platforms like Coursera, Udemy, and edX, picking the right one can feel overwhelming. But don't worry, we've got you covered. We've researched and compared hundreds of machine-learning courses based on key factors like content quality, instructor expertise, and learner feedback. In this article, we’ll present the top 5 machine-learning courses that will help you master the skills you need to succeed in 2024 and beyond.
| Course Name | Vendor Name | Course Duration | Unique Selling Point (USP) |
|---|---|---|---|
| Post Graduate Program in Artificial Intelligence & Machine Learning | UpGrad, in collaboration with IIIT-Bangalore | 12 months | Personalized mentorship, industry-relevant projects, career support, and certification from IIIT-Bangalore. |
| AI & Machine Learning Master’s Program | Simplilearn, in collaboration with IBM | 12 months (self-paced) | Access to IBM's cloud services, real-world AI projects, and joint certification from Simplilearn and IBM. |
| PG Diploma in Machine Learning and AI | Great Learning in collaboration with The University of Texas at Austin | 11 months | The blend of theoretical and practical learning, industry-focused projects, and global recognition. |
| Post Graduate Certificate in Artificial Intelligence & Machine Learning | Amity University Online | 12 months | Amity faculty expertise, AI ethics, and multiple projects across industries with flexible online learning. |
| Advanced Certification in AI & ML | IIIT Hyderabad, in collaboration with TalentSprint | 9 months | Cutting-edge AI technologies, research-driven approach, and certification from IIIT Hyderabad. |
1. Post Graduate Program in Artificial Intelligence & Machine Learning (UpGrad)
About the Course: This comprehensive program is designed to build a deep understanding of AI and machine learning, covering theoretical and practical aspects of these technologies. The course focuses on Python, machine learning, deep learning, NLP, and computer vision, giving learners the ability to create AI-driven solutions.
It offers hands-on projects, industry-relevant case studies, and real-world AI applications. Students also receive personalized mentorship and career guidance from experts.
Why Choose a Post Graduate Program in AI & ML?
- Project: The course includes over 10 industry-relevant projects in domains like healthcare, e-commerce, and finance, enabling learners to apply AI techniques to real-world problems.
- Trainer: Industry professionals and faculty from IIIT-Bangalore provide expert guidance and mentorship, ensuring a blend of theory and practical learning.
- Value for Money: Priced at INR 2,85,000, the course provides extensive content, including live sessions, projects, and career support, making it a good investment for building an AI career.
- Certification Value: Upon successful completion, learners receive a Postgraduate certification from IIIT-Bangalore, enhancing their career prospects in AI.
- Learning Experience: The program is interactive and engaging, with live lectures, doubt-clearing sessions, and access to UpGrad’s online platform. It is rated highly by learners for its practical approach and expert faculty.
What Will You Learn?
- Machine Learning Algorithms
- Deep Learning with TensorFlow
- Natural Language Processing (NLP)
- Computer Vision
- Python Programming for AI
- AI Ethics and Applications
Best-suited Machine Learning courses for you
Learn Machine Learning with these high-rated online courses
2. AI & Machine Learning Master’s Program (Simplilearn in collaboration with IBM)
About the Course: This advanced program aims to equip learners with the skills required to excel in AI and machine learning. It covers everything from data preprocessing to deploying deep learning models. The course includes interactive labs and IBM Watson projects, which help learners gain practical experience in building AI systems.
Why Choose AI & Machine Learning Master’s Program?
- Project: The course offers 15 real-world projects across industries such as healthcare, retail, and finance. These projects help learners gain experience with AI tools like TensorFlow, Keras, and IBM Watson.
- Trainer: Industry experts and IBM professionals deliver the content through live sessions, ensuring a balance of theory and application.
- Value for Money: Priced at INR 1,50,000, it offers a comprehensive AI and ML curriculum with access to IBM's cloud services, giving learners a solid foundation in cutting-edge technologies.
- Certification Value: Learners receive a joint certification from Simplilearn and IBM, enhancing their credentials in the AI and ML domain.
- Learning Experience: The program is self-paced, with live instructor-led sessions, offering flexibility and personalized learning paths. Rated highly for its industry-focused curriculum and hands-on approach.
What Will You Learn?
- Supervised and Unsupervised Learning
- Deep Learning with Keras and TensorFlow
- Data Preprocessing and Feature Engineering
- Neural Networks and Reinforcement Learning
- AI Implementation using IBM Watson
3. PG Diploma in Machine Learning and AI (Great Learning)
About the Course: This diploma program provides a structured approach to mastering AI and machine learning. It covers AI applications, data analytics, NLP, and deep learning using Python. The course combines theoretical foundations with practical application through projects and labs.
Why Choose PG Diploma in Machine Learning and AI?
- Project: Learners get to work on over 12 hands-on projects across industries, including a capstone project designed to solve real-world AI challenges.
- Trainer: Delivered by faculty from The University of Texas at Austin and industry experts, ensuring high-quality content and practical insights.
- Value for Money: Priced at INR 2,25,000, the course offers a well-rounded curriculum with practical projects, mentorship, and career support.
- Certification Value: Learners receive a PG Diploma from Great Learning and The University of Texas at Austin, a prestigious credential recognized globally.
- Learning Experience: The course features live classes, mentorship, and career counseling, making it an ideal choice for learners looking to upskill. Highly rated for its mentor support and real-world projects.
What Will You Learn?
- AI and ML Fundamentals
- Deep Learning with TensorFlow and Keras
- Natural Language Processing (NLP)
- Reinforcement Learning
- Data Science with Python
- AI in Industry Use Cases
4. Post Graduate Certificate in Artificial Intelligence & Machine Learning (Amity University Online)
About the Course: This AI and ML certificate program from Amity University covers the fundamentals and advanced topics of artificial intelligence, machine learning, and data analytics. It focuses on building AI models using Python, data mining techniques, and AI ethics.
Why Choose PG Certificate in AI & ML?
- Project: Learners complete 5+ AI projects across diverse domains such as healthcare, finance, and automation, providing practical experience.
- Trainer: Courses are taught by Amity University faculty and industry experts, combining academic knowledge with practical applications.
- Value for Money: Priced at INR 1,25,000, it offers flexible learning with live classes, practical projects, and continuous assessments.
- Certification Value: Earn a PG Certificate from Amity University, which is widely recognized in India and abroad.
- Learning Experience: The course is well-structured with a blend of live sessions, self-paced modules, and assignments. Rated well for its focus on practical application and academic rigor.
What Will You Learn?
- AI Fundamentals and Machine Learning Algorithms
- Data Analytics and Visualization
- Deep Learning with Neural Networks
- Python Programming for AI
- Ethical AI and Legal Frameworks
5. Advanced Certification in AI & ML (IIIT Hyderabad in collaboration with TalentSprint)
About the Course: This advanced certification program by IIIT Hyderabad and TalentSprint focuses on mastering AI and ML technologies. It covers advanced concepts like deep learning, computer vision, and NLP with hands-on implementation in Python and TensorFlow.
Why Choose Advanced Certification in AI & ML?
- Project: Learners work on 6+ real-world projects in AI and ML, gaining experience in practical applications like image recognition and language processing.
- Trainer: IIIT Hyderabad faculty, along with AI industry professionals, offer high-quality instruction with a focus on research and practical skills.
- Value for Money: Priced at INR 2,00,000, the course offers in-depth content, expert guidance, and access to IIIT Hyderabad’s advanced research labs.
- Certification Value: Earn an advanced certification from IIIT Hyderabad, a highly respected institution in AI research and development.
- Learning Experience: The program offers a research-driven approach with live mentorship sessions and a strong focus on hands-on learning. Highly rated for its rigorous curriculum and faculty expertise.
What Will You Learn?
- Deep Learning Techniques
- NLP and Text Analytics
- Computer Vision and Image Processing
- Reinforcement Learning
- Advanced Machine Learning Algorithms
Top Picks & New Arrivals
