AI & Machine Learning Research Bootcamp

Class 01 · AI/ML Research Landscape & Research Foundations

Class 02 · Literature Search & Critical Paper Reading

Class 03 · Research Gap, Novelty & Research Ethics

Class 04 · Python for AI/ML Research

Class 05 · Google Colab & Kaggle Research Computing

Class 06 · Git & GitHub for Research

Class 07 · Research Data Collection & Dataset Development

Class 08 · Annotation, Quality & Data Leakage

Class 09 · Machine Learning Foundations

Class 10 · Deep Learning & Computer Vision for Research

Class 11 · Model Optimization & Generalization

Class 12 · Transformers & Hugging Face

Class 13 · Foundation Models & Research Applications

Class 14 · Research Project Setup

Class 15 · Research Pipeline Implementation

Class 16 · Research Experiments

Class 17 · From Research Gap to Proposed Model

Class 18 · Proposed Model Implementation

Class 19 · Evaluation Metrics & Experimental Analysis

Class 20 · Reliability, Validation & Error Analysis

Class 21 · LaTeX & Research Manuscript Formatting

Class 22 · Scientific Writing & Complete Manuscript Development

Class 23 · From Manuscript to Publication

Class 24 · Building a Research Career