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Why Deep Learning Is Becoming So Popular?🔥🔥🔥🔥🔥🔥
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Complete Deep Learning
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- 1 Why Deep Learning Is Becoming So Popular?🔥🔥🔥🔥🔥🔥
- 2 Complete Road Map To Prepare For Deep Learning🔥🔥🔥🔥
- 3 Introduction To Machine Learning And Deep Learning For Starters
- 4 Tutorial 1- Introduction to Neural Network and Deep Learning
- 5 Tutorial 2- How does Neural Network Work
- 6 Tutorial 3-Activation Functions Part-1
- 7 Tutorial 4: How to train Neural Network with BackPropogation
- 8 Tutorial 5- How to train MultiLayer Neural Network and Gradient Descent
- 9 Tutorial 6-Chain Rule of Differentiation with BackPropagation
- 10 Tutorial 7- Vanishing Gradient Problem
- 11 Tutorial 8- Exploding Gradient Problem in Neural Network
- 12 Tutorial 9- Drop Out Layers in Multi Neural Network
- 13 Tutorial 10- Activation Functions Rectified Linear Unit(relu) and Leaky Relu Part 2
- 14 Deep Learning-Activation Functions-Elu, PRelu,Softmax,Swish And Softplus
- 15 Tutorial 11- Various Weight Initialization Techniques in Neural Network
- 16 Tutorial 12- Stochastic Gradient Descent vs Gradient Descent
- 17 Tutorial 13- Global Minima and Local Minima in Depth Understanding
- 18 Tutorial 14- Stochastic Gradient Descent with Momentum
- 19 Tutorial 15- Adagrad Optimizers in Neural Network
- 20 Tutorial 16- AdaDelta and RMSprop optimizer
- 21 Deep Learning-All Optimizers In One Video-SGD with Momentum,Adagrad,Adadelta,RMSprop,Adam Optimizers
- 22 Session On Different Types Of Loss Function In Deep Learning
- 23 Tutorial 17- Create Artificial Neural Network using Weight Initialization Tricks
- 24 Keras Tuner Hyperparameter Tuning-How To Select Hidden Layers And Number of Hidden Neurons In ANN
- 25 Tutorial 18- Hyper parameter Tuning To Decide Number of Hidden Layers in Neural Network
- 26 Tutorial 19- Training Artificial Neural Network using Google Colab GPU
- 27 Tutorial 20- Convolution Neural Network vs Human Brain
- 28 Tutorial 21- What is Convolution operation in CNN?
- 29 Tutorial 22- Padding in Convolutional Neural Network
- 30 Tutorial 23- Operation Of CNN(CNN vs ANN)
- 31 Tutorial 24- Max Pooling Layer In CNN
- 32 Tutorial 25- Data Augmentation In CNN-Deep Learning
- 33 Tutorial 26- Create Image Dataset using Data Augmentation using Keras-Deep Learning-Data Science
- 34 Tutorial 27- Create CNN Model and Optimize using Keras Tuner- Deep Learning
- 35 Tutorial 28- Create CNN Model Using Transfer Learning using Vgg 16, Resnet
- 36 Tutorial 29- Why Use Recurrent Neural Network and Its Application
- 37 Tutorial 30- Recurrent Neural Network Forward Propogation With Time
- 38 Tutorial 31- Back Propagation In Recurrent Neural Network
- 39 Tutorial 32- Problems In Simple Recurrent Neural Network
- 40 Tutorial 33- Installing Cuda Toolkit And cuDNN For Deep Learning
- 41 Tutorial 34- LSTM Recurrent Neural Network In Depth Intuition
- 42 Word Embedding - Natural Language Processing| Deep Learning
- 43 Implementing Word Embedding Using Keras- NLP | Deep Learning
- 44 Develop your Neural Network Like A Google Deep Learning Developer
- 45 Kaggle Faker News Classifier Using LSTM- Deep LEarning| Natural Language Processing
- 46 Stock Price Prediction And Forecasting Using Stacked LSTM- Deep Learning
- 47 Bidirectional RNN Indepth Intuition- Deep Learning Tutorial
- 48 Implement Kaggle Fake News Classifier Using Bidirectional LSTM RNN
- 49 Sequence To Sequence Learning With Neural Networks| Encoder And Decoder In-depth Intuition
- 50 Develop Your First Deep Learning End To End Project As A Beginner In Data Science in 30 minutes
- 51 Encoder And Decoder- Neural Machine Learning Language Translation Tutorial With Keras- Deep Learning
- 52 Problems With Encoders And Decoders- Indepth Intuition
- 53 Live Session- Understanding Attention Models Architecture And Maths Intuition- Deep Learning
- 54 Live Session- Encoder Decoder,Attention Models, Transformers, Bert Part 1
- 55 Live- Attention Models, Transformers In depth Intuition Deep Learning- Part 2
- 56 Live -Transformers Indepth Architecture Understanding- Attention Is All You Need
- 57 How To Train Deep Learning Models In Google Colab- Must For Everyone
- 58 Alexnet Architecture In-depth-Discussion Along With Code-Deep Learning Advanced CNN
- 59 VGGNET Architecture In-depth Discussion Along With Code -Deep Learning Advanced CNN
- 60 Hummingbird-Run Traditional Machine Learning model on Deep Neural Network frameworks-Data Science
- 61 Lets Implement LSTM RNN Models For Univariate Time Series Forecasting- Deep Learning
- 62 TensorDash- How To Monitor Your Deep Learning Model Metrics, Loss, Accuracy Using Mobile App
- 63 Handling Imbalanced Dataset Using Cost Sensitive Neural Networks- Credit Card Fraud Detection
- 64 500+ Machine Learning And Deep Learning Projects All At One Place
- 65 Google Colab Pro Vs Colab Free- Benefits Of Using Colab Pro- How To Access From India
- 66 How To Implement Image Classification Using SVM In Convolution Neural Network
- 67 Object Localization Vs Object Detection Deep Learning
- 68 3000+ Research Datasets For Machine Learning Researchers By Papers With Code
- 69 PerceptiLabs-The Best Machine Learning Visual Modeling Tool-Train Deep Learning Neural Network
- 70 Face Recognition Attendance Based Project In Machine Learning
- 71 Colab Pro Now Available In India, Brazil, France, Thailand,Japan,UK- BOON FOR Data Science Aspirants
- 72 Part 1-EDA-Audio Classification Project Using Deep Learning
- 73 Part 2-Data Preprocessing-Audio Classification Project Using Deep Learning
- 74 Part 3-Model Creation-Audio Classification Project Using Deep Learning
- 75 Part 4-Testing ANN Model-Audio Classification Project Using Deep Learning
- 76 Gradio Library-Interfaces for your Machine Learning Models
- 77 Comparing Transfer Learning Models Using Gradio
- 78 TFOD 2.0 Custom Object Detection Step By Step Tutorial
- 79 Text Generation with Transformers (GPT-2) In 10 Lines Of Code
- 80 Image Segmentation And Object Detection Using 5 Lines Of Code Using PixelLib
- 81 Real Time Image Segmentation And Object Detection From Live Video Stream Using PixelLib
- 82 Face Detection, Face Mesh, OpenPose, Holisitic, Hand Detection Using MediaPipe On Live Stream Video
- 83 GauGAN AI Art Tool By Nvidia- Convert Imagination Into Real Picture- Application Of GAN
- 84 Implementation Of Perceptron In Deep Learning Using Python From Scratch- Part 1- Ft: Sunny
- 85 Complete Implementation Of Perceptron In Deep Learning Using Python From Scratch
- 86 How to Install Ubuntu in Windows 10 with WSL2-Windows Subsystem for Linux
- 87 Tutorial on Automated Machine Learning using MLBox
- 88 Monte Carlo DropOut Layers In Deep Learning
