Bachelor of Science (B.Sc.) AI and ML
Creating a roadmap for Under Graduate degree Bachelor of Science (B.Sc.) AI and ML can help you stay organized and focused throughout the year. Here’s a comprehensive roadmap to guide your studies .
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