Deep Learning Topics

Step by step guide to becoming a deep learning engineer in 2023

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3D VISION RESOURCE AdaGrad Add Asynchronous Advantage Actor-Critic (A3C) Algorithm resource .md Add Video analysis resources Adversarial Reinforcement Learning Bayesian Network Resourse DALL-E DCGAN (Deep Convolutional Generative Adversarial Networks) Deep Recurrent Attentive Writer Deep learning Feedforward Neural Network Generative Adversarial Network GoogLeNet? Gradient Descent Learning-Rate What is Loss Function? LSTM Resources Neural Machine Translation Object Detection Decision Making For Reinfrocement Learning What is RL? RMSprop optimizer Semantic Annotation Speech Recognition Tensorflow Unigram Variational Autoencoder with Attention resource VAE (Variational Autoencoder) Yolo Activation Function Adadelta Optimizer Adam Optimiser Resources TensorBoard Add Weights And Bias AutoEncoder Resource Bag Of Words Batchsize Effect Collaborative Filtering Algorithm Computer Vision Instance Segmentation Computervision Resources Data Augmentation resources Introduction to Deep Deterministic Policy Gradient (DDPG) Denoising DistilBERT : Regularisation-Dropout Resources Early Stopping Exploration Strategies in Reinforcement Learning resource Glow (Generative Flow with Invertible 1x1 Convolutions): Gated Recurrent Unit Inceptionv3 Keras Momentum Optimiser Introduction to Multi-Task Learning: Multitasking Learning Nadam Optimiser Convolution Neural Network Neural Networks POLICY GRADIENT METHODS Proximal Policy Optimization (PPO) : Pytorch Introduction to Q-Learning Recurrent Neural Network Resularisation Reinforcement Learning in NLP SEMANTIC SEGMENTION: Stochastic Gradient Descent(SGD) Siamese Networks Specificity Stemming TD(lambda) resource TF Lite Resources Tensorflow Lite Tokeniser Transformer Attention Transformer Decoder Transformer Encoder Transformer TRUST REGION POLICY OPTIMIZATION RESOURCE Add Vanishing Gradients Visual Tracking Resourses VQ-VAE WaveNet resource

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KGX ILLUSTRATION BY AKASTHI [Recovered] KGXperience by Navaneeth malingan

" KGXperience is a community initiative by KGiSL Edu that believes in curating and tinkering with innovation and state of art technologies forging new path in innovation. "

by Devansh Shukla

"AI Tamil Nadu formely known as AI Coimbatore is a close-Knit community initiative by Navaneeth with a goal to offer world-class AI education to anyone in Tamilnadu for free."