Knowledge library
AI / ML Knowledge Library
Browse the full MahiDev AI/ML library (modules 00–50). Prefer the guided roadmap if you are starting out.
Prefer the guided roadmap if you are new.
00
Mathematics for AI
00. Mathematics for AI
01
Machine Learning
01. Machine Learning
02
Deep Learning
Coming soon
03
Natural Language Processing
Coming soon
04
Computer Vision
Coming soon
05
MLOps
Coming soon
06
Time Series & Forecasting
Coming soon
07
Recommendation Systems
Coming soon
08
Graph Machine Learning
Coming soon
09
Explainable AI (XAI)
Coming soon
10
Edge AI & TinyML
Coming soon
11
End to End Capstone
Coming soon
12
Generative AI Foundations
Coming soon
13
Transformer Architecture
Coming soon
14
Tokenization & Embeddings
Coming soon
15
Large Language Models (LLMs)
Coming soon
16
Prompt Engineering
Coming soon
17
Fine-tuning (LoRA, QLoRA & PEFT)
Coming soon
18
Vector Databases
Coming soon
19
Retrieval-Augmented Generation (RAG)
Coming soon
20
AI Agents & Tool Calling
Coming soon
21
LLMOps & Production Deployment
Coming soon
22
AI Evaluation & Benchmarking
Coming soon
23
Multimodal AI
Coming soon
24
AI Security & Guardrails
Coming soon
25
Distributed Training & GPU Engineering
Coming soon
26
AI System Design
Coming soon
27
Research Papers & AI Reading Club
Coming soon
28
AI Portfolio & Interview Preparation
Coming soon
29
AI Specializations & Career Tracks
Coming soon
30
AI Entrepreneurship
Coming soon
31
Advanced Python for AI
Coming soon
32
SQL & Database Engineering
Coming soon
33
Data Engineering
Coming soon
34
Software Engineering
Coming soon
35
Cloud for AI
Coming soon
36
Distributed Systems
Coming soon
37
Vector Database Internals
Coming soon
38
Inference Optimization
Coming soon
39
AI Cost Engineering
Coming soon
40
Responsible AI
Coming soon
41
Diffusion Models
Coming soon
42
Mixture of Experts (MoE)
Coming soon
43
Knowledge Graph AI
Coming soon
44
Federated Learning
Coming soon
45
RLHF
Coming soon
46
Robotics & Embodied AI
Coming soon
47
Edge AI & TinyML (Expert)
Coming soon
48
Quantum Machine Learning
Coming soon
49
AI Research Methodology
Coming soon
50
AI Leadership & Architecture
Coming soon