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Generative AI Roadmap!! - Coggle Diagram
Generative AI Roadmap!!
Fundamentals
Python
Numpy
Pandas
Matplotlib
Scikit-Learn
Open Cv
Basic Operations
Thresholding
Rescaling
Contouring
Blurring
Masking
Machine
Learning
Supervised Learniing
Unsupervised Learning
Reinforcement Learning
Deep Learning
Natural Language Processing
Bag of Words
Word 2 vec
Naive Bayes
Tf-IDF
Computer Vision
Object Detection
Image Classification
Image Segmentation
Neural Networks
Recurrent Neural Network
Convolutional Neural Network
Multi Layer Perceptron
Long Short Term Memory
Activation Functions
Generative AI
Types
Variational Autoencoders
Generative Adversarial Networks
Auto Regressive Models
Vector Databases
Cassandra
Chroma Db
FAISS vector database
Open AI
LangChain
ChainLit
Libraries
Hugging Face
Tensorflow
Diffusion
Libraries
Tensorflow
Keras
Pytorch
NLTK
YOLO
Advanced NLP
Encoder- Decoder
Transformer Architecture
Advanced RNN(GRU,LSTM)