Artificial Intelligence - DS and ML
Innovative Teaching Learning Methods
Innovative teaching-learning methods are transforming traditional education by making it more interactive, student-centered, and technology-driven. These approaches aim to enhance engagement, improve understanding, and foster critical thinking among learners. Key methods include flipped classrooms, where students review content at home and engage in discussions and problem-solving during class time. Project-based learning encourages real-world problem-solving, collaboration, and creativity, while experiential learning involves learning through direct experience such as simulations, lab experiments, or fieldwork.
The integration of ICT tools—like smart boards, learning management systems (LMS), and educational apps—has revolutionized content delivery and personalized learning. Gamification adds game-like elements such as quizzes, badges, and leaderboards to motivate students and reinforce concepts. Blended learning combines online digital media with traditional classroom methods to offer flexibility and accessibility.
Moreover, peer teaching, case-based learning, and role-plays develop communication and analytical skills, making learning more dynamic and participatory. These innovative strategies not only cater to diverse learning styles but also prepare students for real-world challenges by enhancing their problem-solving, teamwork, and lifelong learning capabilities. Adopting such methodologies ensures a more effective, inclusive, and future-ready education system.

Innovative Teaching Learning Methods
Sr.No. |
Name of Teacher |
Name of Course |
Semester | Innovative Category (PBL/ABL /EL/TEBL) |
Innovative Method |
Available on Website |
1
| Mr. Farendrakumar Ghodichor | DBMS | Sem-I | TEBL | Social Media (Website) | Yes |
OS | Sem-I | TEBL | Social Media (Website) | Yes | ||
2 | Mrs. Deepali Narwade | AI | Sem-V | ABL | Brainstorming Session | Yes |
BCS | Sem-III | ABL | Brainstorming Session | Yes | ||
3
|
Mr. Suraj Bhoite
| ML | Sem-VII | PBL | Mini Project | Yes |
NLP |
Sem-VI | TEBL | Virtual Lab |
Yes | ||
4 | Mrs. Asmeeta Mali | OS | Sem-I | TEBL | YouTube Channel | Yes |
IIOT | Sem-II | TEBL | YouTube Channel | Yes | ||
5
|
Mrs. Mayuri Fegade | OOP | Sem-I | TEBL | Virtual Lab | Yes |
UI-UX Design |
Sem-II |
TEBL | Google Classroom |
Yes | ||
6 |
Mrs. Sneha Bankar | WT | Sem-I | PBL | Mini Project | Yes |
DMV | Sem-I | PBL | Mini Project | Yes |
PBL – Project Based Learning
ABL – Activity Based Learning
EL – Experimental Learning
TEBL – Technology Enhanced Blended Learning