

Bachelor of Science (B.Sc.) AI and ML
Ready to dive into the exciting of AI and ML? Creating a roadmap for your Bachelor of Science (B.Sc.) in AI and ML can help you stay organized and focused throughout the year. Here’s a comprehensive guide to steer your studies, ensuring you cover all the essential topics while balancing your coursework and projects. Let’s make your learning journey smooth and enjoyable.
The key eligibility criteria across India for a Bachelor of Science (B.Sc.) in Artificial Intelligence and Machine Learning (AI and ML) require passing Class 12, securing minimum aggregate marks, and studying specific subjects.
Educational and Subject Requirements
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Class 12 Pass: Must complete 10+2 (Higher Secondary) from a recognized state, national board (like CBSE or ICSE), or an equivalent diploma.
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Core Subject: Mathematics is heavily preferred or required as a compulsory subject in Class 12 by most institutions.
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Stream Focus: Science stream (PCM/PCM-Computer Science) is standard, though select modern universities also accept students from other streams if they have strong backgrounds in math or statistics
Marks and Selection Process
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Minimum Aggregate: Usually 50% to 60% overall marks in the qualifying 10+2 examination (often relaxed to 45% for reserved category students).
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Admission Mode: Primarily merit-based on Class 12 board scores, though some autonomous colleges or universities conduct their own entrance tests or accept national/state-level computer science aptitude assessments.
Roadmap for 12th science
B.Sc. in AI and ML
B.Sc. in AI and ML base on Savitribai Phule Pune University
B.Sc. in AI and ML first semester
Visit the following resources to learn more :
Object Oriented concepts and Programming using C++: https://youtu.be/togipK4HXL0?si=M_aKR_tT3KJPRQx7
Discrete Structures for Computer Science : https://youtu.be/q4L-wUF3yig?si=USrh0Dux3_qr9NOl
Notion of Statistical Data Analysis : https://youtu.be/o7WkGYIPUM8?si=Nw30cCQcniNPao31
B.Sc. in AI and ML second semester
Visit the following resources to learn more :
Introduction to Python Programming : https://youtu.be/XIR20HH8mNY?si=WU6KEK3hncQj1sXA
Graph Theory : https://youtu.be/HipVU5vz3Q8?si=-togJMTGUr0XQgEd
Continuous Probability Distributions and Testing of Hypothesis : https://youtu.be/Y0_260pKtkA?si=u6zyE4vBlQNQdlcN
B.Sc. in AI and ML third semester
Visit the following resources to learn more:
Data Structures (using Python) : https://youtu.be/XeR_7DkrM8M?si=4lmxhf3xA7DwYjdJ
Software Engineering : https://youtu.be/b7hmU72GRaE?si=m7MuTJBI11rMYklM
Advanced Python Programming : https://youtu.be/QLTdOEn79Rc?si=pW36eD64JyJrnDbs
B.Sc. in AI and ML four semester
Visit the following resources to learn more:
Microservices using Python : https://youtu.be/SVvyMc4jg7A?si=LW1On9isQNxtOMUd
Artificial Intelligence – I : https://youtu.be/s-s9ilkMVj8?si=8JHMhQIXXGfdrb7I
Databases – II : https://youtu.be/b3iJTgchIWw?si=odbRxjKJGOrIo8YS
B.Sc. in AI and ML five semester
Visit the following resources to learn more:
Artificial Intelligence – II : https://youtu.be/NNsEV_b8VEo?si=aW1bQ6ferlOobG4L
Machine Learning Techniques – I : https://youtu.be/NB4ZkIYkeEA?si=94sKbnLKrLqBztID
Data Preparation and Visualization : https://youtu.be/MmOOzTwqCqM?si=J5qe9SoveoVACjC2
B.Sc. in AL and ML six semester
Visit the following resources to learn more:
Artificial Intelligence – II : https://youtu.be/NNsEV_b8VEo?si=aW1bQ6ferlOobG4L
Machine Learning Techniques – I : https://youtu.be/NB4ZkIYkeEA?si=94sKbnLKrLqBztID
Data Preparation and Visualization : https://youtu.be/MmOOzTwqCqM?si=J5qe9SoveoVACjC2
B.Sc. in AL and ML seven semester
Visit the following resources to learn more:
Deep Learning – I : https://youtu.be/6M5VXKLf4D4?si=p_4uvQYUX7aZmhLn
Natural Language Processing - I : https://youtu.be/FSOjcswEcgQ?si=X9PMgF6maG4Pjz9G
Software Design and Software Architectures : https://youtu.be/ZTVAs9cNo30?si=LSuWuD2fI6Wjvq8S
b.sc. in AL and ML eight semester
Visit the following resources to learn more:
Deep Learning – II : https://youtu.be/oJlb4jBbKWw?si=5wevkW5OLjFCxsct
Natural Language Processing – II : https://youtu.be/GiBG9_6w3hw?si=lq6GSBwmijt2dZeI
Cryptography : https://youtu.be/trHox1bN5es?si=RFpHNve5GTpwdzzY
Under Graduate