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