🤖 10-Day AI & ML Workshop – With Tejash Katuwal

Dive deep into the world of AI and ML with practical, real-world applications, guided by the expert Tejash Katuwal. Whether you're just starting your journey or looking to expand your AI knowledge, this workshop is designed for you! 🚀

🗓️ Event Details

🗓️ Date: April 23 – May 2, 2025
📆 Duration: 10 Days
⏰ Time: 7:00 PM
💻 Mode: Online (Live + Hands-on)
🧠 Prerequisites: Basic Python & Math

🧠 What to Expect

✅ Solid foundation in AI & ML concepts ✅ Real-world projects with practical exposure ✅ Intro to Large Language Models (LLMs) ✅ Live mentorship + interactive sessions ✅ Peer-to-peer networking and tech community access

📚 Syllabus Breakdown

Day 1: Python for AI/ML

Basics: Variables, Data Types, Loops
NumPy & Pandas intro

Day 2: AI/ML Overview

AI, ML, DL, GenAI, LLMs
Supervised, Unsupervised, RL

Day 3: Data Handling

CSV/XLSX with Pandas
Filtering, sorting, NumPy slicing

Day 4: Data Visualization

Matplotlib, Seaborn
Histograms, heatmaps, correlation matrix

Day 5: Supervised Learning

Linear & Logistic Regression
Accuracy metrics: R², Confusion Matrix

Day 6: Traditional ML

PCA, Decision Trees, Random Forest
KNN

Day 7: NLP Essentials

Tokenization, TF-IDF, Word2Vec
Libraries: nltk, spaCy

Day 8: Deep Learning Basics

Neural Nets & Activation Functions
Keras hands-on

Day 9: Image Processing

CNN recap
Object Detection: RCNN, YOLO

Day 10: Final Project

Apply your skills in a capstone project!

💡 Take your first big step into AI — with code, logic, and creativity! Let’s build the future together. 🙌

10-Day AI & ML Workshop