CodeEmporium

Prophet for Time series forecasting #deeplearning #machinelearning

Self Attention in Transformer Neural Networks (with Code!)

Cross Validation Explained!

Optimizers in Neural Networks - EXPLAINED!

Transfer Learning - EXPLAINED!

What is a policy in Reinforcement Learning?

Paradigms of Machine Learning: Reinforcement Learning

Mask Region based Convolution Neural Networks - EXPLAINED!

How to structure a Tensorflow Neural Network in 7 minutes

Activation Functions - EXPLAINED!

Positional Encoding in Transformer Neural Networks Explained

BERT Networks in 60 seconds

Self Attention vs Multi-head self Attention

GPT and Transfer Learning

What do filters of Convolution Neural Network learn?

LSTM Networks - EXPLAINED!

What network uses convolution?

Preprocessing data for Machine Learning - Deep Dive

Cross Attention vs Self Attention

Transformer Neural Networks - EXPLAINED! (Attention is all you need)

Calculus in 60 seconds

Neural Voice Cloning

What is Self Attention in Transformer Neural Networks?

NLP with Neural Networks | ngram to LLMs

Informer: Complete Code from scratch!

Lets make a Programming Language! | Create Programming Language #2

What are self attention vectors?

BERT Neural Network - EXPLAINED!

Why masked Self Attention in the Decoder but not the Encoder in Transformer Neural Network?

Word Embeddings - EXPLAINED!

Publisher, PubSub & Add/Remove Modules | PubSub Pattern #4

Word2Vec, GloVe, FastText- EXPLAINED!

Recurrent Neural Networks - EXPLAINED!

Attention in Neural Networks

The Kernel Trick - THE MATH YOU SHOULD KNOW!

Sentence Embeddings - EXPLAINED!

Why do we need data validation in machine learning?

Optimizers - EXPLAINED!

Jupyter notebooks are more powerful than you think

Layer Normalization - EXPLAINED (in Transformer Neural Networks)

Most Googled Questions on Data Science

Coding Position Encoding in Transformer Neural Networks

Evolution of Language Models

LSTM construction explained

Batch Normalization in neural networks - EXPLAINED!

Autoencoders - EXPLAINED

How to solve problems with Reinforcement Learning | Markov Decision Process

The Evolution of Convolution Neural Networks

The complete Transformer Neural Network Code in 300 lines!

Why Transformer over Recurrent Neural Networks

COCO Dataset and its use in Computer Vision