Скачать или смотреть Day III Highlights 24.12.2025 | AI & ML Workshop

🌟 Day III Highlights | AI & ML Workshop 🌟
Day III (24.12.2025) of the AI & Machine Learning Workshop was highly engaging, insightful, and enriched with both conceptual understanding and hands-on learning. Students participated actively throughout the sessions and shared very positive feedback, reflecting their growing confidence and interest in AI & ML 🚀
🕐 Session 1 | 1:00 – 2:00 PM
👨‍🏫 Prof. Jasbir Singh
(HoD, Computer Science)
📌 Statistical Foundations for AI & ML using NumPy
Prof. Jasbir Singh delivered a well-structured session on core statistical concepts essential for data analysis and machine learning, including:
✔ Range
✔ Deviation
✔ Variance
✔ Measures of Dispersion
✔ Correlation
The session emphasized practical applications using NumPy for efficient numerical computation. His clear explanations and logical approach helped students build strong conceptual clarity and confidence in applying statistics to real-world datasets.
🕑 Session 2 | 2:00 – 3:00 PM
🎓 Mr. Abdul Rehman
(PhD Scholar, IIT Delhi)
📌 Data Analysis & Visualization using Python Libraries
Mr. Abdul Rehman conducted an interactive and hands-on session focusing on widely used Python libraries for data analysis and visualization. His student-centric teaching style and live demonstrations made complex concepts easy to understand and practically relevant.
🔹 Key Highlights:
✔ NumPy for numerical operations and array manipulation
✔ Pandas for data handling, cleaning, and analysis
✔ Matplotlib for basic data visualization
✔ Seaborn for advanced and visually appealing statistical plots
✔ Role of data visualization in pattern recognition and insight generation
Students greatly appreciated the clarity of explanation and practical demonstrations, which significantly enhanced their confidence in real-world data analysis.
🧪 Session 3 | 3:00 – 4:00 PM
👩‍💻 Ms. Tanvi Dhanotia
(Assistant Professor, Computer Science)
📌 Hands-on Practice Session
This session focused on practical implementation and reinforcement of the day’s concepts. Students worked on guided exercises using NumPy and Pandas, including hands-on analysis of datasets such as the Titanic dataset, gaining valuable real-time experience.
✨ Overall Experience:
Day III was informative, interactive, and confidence-building, strengthening students’ foundations in statistics, data analysis, and visualization—the critical pillars of AI & ML.
📈 Strong fundamentals today lead to smarter AI solutions tomorrow!
▶ Workshop Sessions on YouTube:
📌 Day 1:    • AI & ML Workshop – Day 1 Highlights  
📌 Day 2:    • AI & ML Workshop – Day 2 | 23 December 2025  
#AIandML #NumPy #Pandas #Matplotlib #Seaborn
#DataVisualization #PythonForDataScience
#WorkshopHighlights #StudentLearning 🚀