Aprenda Complete Deep Learning gratuitamente com 88 vídeo(s). Curso online grátis de Aprendizado profundo | YouCourse.
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Why Deep Learning Is Becoming So Popular?????????????
Deep Learning is gaining much popularity due to it's supremacy in terms of accuracy when trained with huge amount of dat…
1
Complete Road Map To Prepare For Deep Learning????????
In this video I am going to discuss about the complete road map to prepare for deep learning which will be definitely he…
2
Introduction To Machine Learning And Deep Learning For Starters
Hello All,
iNeuron is coming up with the Affordable Advanced Deep Learning, Open CV and NLP(DLCVNLP) course. This batch …
3
Tutorial 1- Introduction to Neural Network and Deep Learning
Hello All,
Welcome to the Deep Learning playlist. In this video we will learn about the basic architecture of a neural n…
4
Tutorial 2- How does Neural Network Work
In this video we will understand how does Neural Network work and what are the various terms used in Neural Network.
Be…
5
Tutorial 3-Activation Functions Part-1
In artificial neural networks, the activation function of a node defines the output of that node given an input or set o…
6
Tutorial 4: How to train Neural Network with BackPropogation
In this video we will understand how we can train the Neural Network with Backpropagation.
Below are the various playli…
7
Tutorial 5- How to train MultiLayer Neural Network and Gradient Descent
In this video we will understand how to train a multiLayer Neural Network with Backpropagation and Gradient Descent
Bel…
8
Tutorial 6-Chain Rule of Differentiation with BackPropagation
In this video we will discuss about the chain rule of differentiation which is the basic building block in BackPropagati…
9
Tutorial 7- Vanishing Gradient Problem
Vanishing Gradient Problem occurs when we try to train a Neural Network model using Gradient based optimization techniqu…
10
Tutorial 8- Exploding Gradient Problem in Neural Network
After completing this video, you will know:
What exploding gradients are and the problems they cause during training.
H…
11
Tutorial 9- Drop Out Layers in Multi Neural Network
After going through this video, you will know:
Large weights in a neural network are a sign of a more complex network t…
12
Tutorial 10- Activation Functions Rectified Linear Unit(relu) and Leaky Relu Part 2
After going through this video, you will know:
1. What are the basics problems of Sigmoid and Threshold activation func…
13
Deep Learning-Activation Functions-Elu, PRelu,Softmax,Swish And Softplus
This video is the continuation of the activation functions from my complete deep learning playlist.In this video we will…
14
Tutorial 11- Various Weight Initialization Techniques in Neural Network
The weights of artificial neural networks must be initialized to small random numbers.
This is because this is an expec…
15
Tutorial 12- Stochastic Gradient Descent vs Gradient Descent
Below are the various playlist created on ML,Data Science and Deep Learning. Please subscribe and support the channel. H…
16
Tutorial 13- Global Minima and Local Minima in Depth Understanding
In mathematical analysis, the maxima and minima (the respective plurals of maximum and minimum) of a function, known col…
17
Tutorial 14- Stochastic Gradient Descent with Momentum
In this post I’ll talk about simple addition to classic SGD algorithm, called momentum which almost always works better …
18
Tutorial 15- Adagrad Optimizers in Neural Network
Adagrad is an optimizer with parameter-specific learning rates, which are adapted relative to how frequently a parameter…
19
Tutorial 16- AdaDelta and RMSprop optimizer
Below are the various playlist created on ML,Data Science and Deep Learning. Please subscribe and support the channel. H…
20
Deep Learning-All Optimizers In One Video-SGD with Momentum,Adagrad,Adadelta,RMSprop,Adam Optimizers
In this video we will revise all the optimizers
02:11 Gradient Descent
11:42 SGD
30:53 SGD With Momentum
57:22 Adagrad…
21
Session On Different Types Of Loss Function In Deep Learning
Join Ineuron Full Stack Data Science Course with Placement Guarantee
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22
Tutorial 17- Create Artificial Neural Network using Weight Initialization Tricks
github url: https://github.com/krishnaik06/Complete-Deep-Learning
Subscribe my unboxing Channel
https://www.youtube.co…
23
Keras Tuner Hyperparameter Tuning-How To Select Hidden Layers And Number of Hidden Neurons In ANN
In this video we will understand how we can use keras tuner to select hidden layers and number of neurons in ANN.
github…
24
Tutorial 18- Hyper parameter Tuning To Decide Number of Hidden Layers in Neural Network
Hyperamater Tuning To Decide Number of Hidden Layers
Git hub url : https://github.com/krishnaik06/Hidden-Layers-Neurons…
25
Tutorial 19- Training Artificial Neural Network using Google Colab GPU
In this video we will see how we can train Artificial Neural Network using Google Colab GPU.
amazon url: https://www.am…
26
Tutorial 20- Convolution Neural Network vs Human Brain
Hello All here is a video which provides the detailed explanation about how a Human brain understands images
You can bu…
27
Tutorial 21- What is Convolution operation in CNN?
Hello All here is a video which provides the detailed explanation about the convolution operation in the CNN
You can bu…
28
Tutorial 22- Padding in Convolutional Neural Network
Hello All here is a video which provides the detailed explanation of Padding in Convolutional Neural Network
You can bu…
29
Tutorial 23- Operation Of CNN(CNN vs ANN)
Please join as a member in my channel to get additional benefits like materials in Data Science, live streaming for Memb…
30
Tutorial 24- Max Pooling Layer In CNN
Please join as a member in my channel to get additional benefits like materials in Data Science, live streaming for Memb…
31
Tutorial 25- Data Augmentation In CNN-Deep Learning
Please join as a member in my channel to get additional benefits like materials in Data Science, live streaming for Memb…
32
Tutorial 26- Create Image Dataset using Data Augmentation using Keras-Deep Learning-Data Science
Please join as a member in my channel to get additional benefits like materials in Data Science, live streaming for Memb…
33
Tutorial 27- Create CNN Model and Optimize using Keras Tuner- Deep Learning
Please join as a member in my channel to get additional benefits like materials in Data Science, live streaming for Memb…
34
Tutorial 28- Create CNN Model Using Transfer Learning using Vgg 16, Resnet
Please join as a member in my channel to get additional benefits like materials in Data Science, live streaming for Memb…
35
Tutorial 29- Why Use Recurrent Neural Network and Its Application
Please join as a member in my channel to get additional benefits like materials in Data Science, live streaming for Memb…
36
Tutorial 30- Recurrent Neural Network Forward Propogation With Time
Please join as a member in my channel to get additional benefits like materials in Data Science, live streaming for Memb…
37
Tutorial 31- Back Propagation In Recurrent Neural Network
Please join as a member in my channel to get additional benefits like materials in Data Science, live streaming for Memb…
38
Tutorial 32- Problems In Simple Recurrent Neural Network
Please join as a member in my channel to get additional benefits like materials in Data Science, live streaming for Memb…
39
Tutorial 33- Installing Cuda Toolkit And cuDNN For Deep Learning
Cuda Toolkit: https://developer.nvidia.com/cuda-10.0-download-archive
cuDnn: https://developer.nvidia.com/rdp/cudnn-down…
40
Tutorial 34- LSTM Recurrent Neural Network In Depth Intuition
Please join as a member in my channel to get additional benefits like materials in Data Science, live streaming for Memb…
41
Word Embedding - Natural Language Processing| Deep Learning
A word embedding is a learned representation for text where words that have the same meaning have a similar representati…
42
Implementing Word Embedding Using Keras- NLP | Deep Learning
Word embeddings provide a dense representation of words and their relative meanings.They are an improvement over sparse …
43
Develop your Neural Network Like A Google Deep Learning Developer
Netron url: https://www.electronjs.org/apps/netron
Other References: https://www.pyimagesearch.com/2017/03/20/imagenet-…
44
Kaggle Faker News Classifier Using LSTM- Deep LEarning| Natural Language Processing
Learn an easy and accurate method relying on word embeddings with LSTMs that allows you to do state of the art sentiment…
45
Stock Price Prediction And Forecasting Using Stacked LSTM- Deep Learning
A Machine Learning Model for Stock Market Prediction. Stock market prediction is the act of trying to determine the futu…
46
Bidirectional RNN Indepth Intuition- Deep Learning Tutorial
Complete Deep Learning Playlist: https://www.youtube.com/playlist?list=PLZoTAELRMXVPGU70ZGsckrMdr0FteeRUi
Please join as…
47
Implement Kaggle Fake News Classifier Using Bidirectional LSTM RNN
github: https://github.com/krishnaik06/Fake-New-LSTM/blob/master/FakeNewsClassifierUsingBidirectionalLSTM.ipynb
Learn a…
48
Sequence To Sequence Learning With Neural Networks| Encoder And Decoder In-depth Intuition
Sequence To Sequence With Neural Network Research Paper:
https://papers.nips.cc/paper/5346-sequence-to-sequence-learning…
49
Develop Your First Deep Learning End To End Project As A Beginner In Data Science in 30 minutes
Hi Guys,
We will be creating an Image Classification application using Transfer Learning Deep Learning Model and the app…
50
Encoder And Decoder- Neural Machine Learning Language Translation Tutorial With Keras- Deep Learning
Reference: https://blog.keras.io/a-ten-minute-introduction-to-sequence-to-sequence-learning-in-keras.html
Machine transl…
51
Problems With Encoders And Decoders- Indepth Intuition
Sequence To Sequence With Neural Network Research Paper:
https://papers.nips.cc/paper/5346-sequence-to-sequence-learning…
52
Live Session- Understanding Attention Models Architecture And Maths Intuition- Deep Learning
Credits
Research Paper: https://arxiv.org/pdf/1409.0473.pdf
Please donate if you want to support the channel through GP…
53
Live Session- Encoder Decoder,Attention Models, Transformers, Bert Part 1
This video is added in the deep learning playlist. Please prepare all the videos in complete deep learning playlist befo…
54
Live- Attention Models, Transformers In depth Intuition Deep Learning- Part 2
Hello In this session we will try to cover Encoder Decoder, Attention Models ,Transformers And Bert
Follow my complete D…
55
Live -Transformers Indepth Architecture Understanding- Attention Is All You Need
All Credits To Jay Alammar
Reference Link: http://jalammar.github.io/illustrated-transformer/
Research Paper: https://pa…
56
How To Train Deep Learning Models In Google Colab- Must For Everyone
Download the dataset and upload in google drive before the session starts
https://www.kaggle.com/noulam/tomato
github: h…
57
Alexnet Architecture In-depth-Discussion Along With Code-Deep Learning Advanced CNN
github :https://github.com/krishnaik06/Advanced-CNN-Architectures
Complete Deep Learning Playlist :https://www.youtube.c…
58
VGGNET Architecture In-depth Discussion Along With Code -Deep Learning Advanced CNN
github :https://github.com/krishnaik06/Advanced-CNN-Architectures
Complete Deep Learning Playlist :https://www.youtube.c…
59
Hummingbird-Run Traditional Machine Learning model on Deep Neural Network frameworks-Data Science
Hummingbird is a library for compiling trained traditional ML models into tensor computations. Hummingbird allows users …
60
Lets Implement LSTM RNN Models For Univariate Time Series Forecasting- Deep Learning
In this tutorial, we will explore how to develop a suite of different types of LSTM models for time series forecasting.
…
61
TensorDash- How To Monitor Your Deep Learning Model Metrics, Loss, Accuracy Using Mobile App
github: https://github.com/krishnaik06/Tensorddash
https://github.com/CleanPegasus/TensorDash
TensorDash is an applicati…
62
Handling Imbalanced Dataset Using Cost Sensitive Neural Networks- Credit Card Fraud Detection
github: https://github.com/krishnaik06/ImbalancedNeural-Network
Unacademy is back with a yet another exciting series for…
63
500+ Machine Learning And Deep Learning Projects All At One Place
Special Thanks To Ashish Patel And All The Bloggers For the Amazing Contribution
https://www.linkedin.com/in/ashishpatel…
64
Google Colab Pro Vs Colab Free- Benefits Of Using Colab Pro- How To Access From India
https://colab.research.google.com/signup
? Kite is a free AI-powered coding assistant that will help you code faster and…
65
How To Implement Image Classification Using SVM In Convolution Neural Network
github: https://github.com/krishnaik06/Complete-Deep-Learning/blob/master/Image%20Classification%20Using%20SVM.ipynb
? K…
66
Object Localization Vs Object Detection Deep Learning
? Kite is a free AI-powered coding assistant that will help you code faster and smarter. The Kite plugin integrates with…
67
3000+ Research Datasets For Machine Learning Researchers By Papers With Code
Papers With Code have indexed 3000+ research datasets from machine learning. Find datasets by task and modality, compare…
68
PerceptiLabs-The Best Machine Learning Visual Modeling Tool-Train Deep Learning Neural Network
? Kite is a free AI-powered coding assistant that will help you code faster and smarter. The Kite plugin integrates with…
69
Face Recognition Attendance Based Project In Machine Learning
github: https://github.com/krishnaik06/Face-Recognition-Attendance-Projects
https://pypi.org/project/face-recognition/
?…
70
Colab Pro Now Available In India, Brazil, France, Thailand,Japan,UK- BOON FOR Data Science Aspirants
Colaboratory, or “Colab” for short, is a product from Google Research. Colab allows anybody to write and execute arbitra…
71
Part 1-EDA-Audio Classification Project Using Deep Learning
In this video we will be developing Audio/ Sound classification using Deep Learning
Dataset: https://urbansounddataset…
72
Part 2-Data Preprocessing-Audio Classification Project Using Deep Learning
In this video we will be developing Audio/ Sound classification using Deep Learning
Mel-Frequency Cepstral Coefficient…
73
Part 3-Model Creation-Audio Classification Project Using Deep Learning
In this video we will be create Audio/ Sound classification model using Deep Learning
Dataset: https://urbansounddatas…
74
Part 4-Testing ANN Model-Audio Classification Project Using Deep Learning
In this video we will be test Audio/ Sound classification model for new test data using Deep Learning
Part1
https://ww…
75
Gradio Library-Interfaces for your Machine Learning Models
Gradio generates an easy-to-use UI for your ML model, function, or API with only a few lines of code. Integrate directly…
76
Comparing Transfer Learning Models Using Gradio
github: https://github.com/krishnaik06/Gradio
Gradio generates an easy-to-use UI for your ML model, function, or API wit…
77
TFOD 2.0 Custom Object Detection Step By Step Tutorial
Google colab code
https://colab.research.google.com/drive/19ycUy5qIZKCO8tKy37f4zkUiHzgKs05I?usp=sharing
Files of Object …
78
Text Generation with Transformers (GPT-2) In 10 Lines Of Code
colab linkhttps://colab.research.google.com/drive/1o_-QIR8yVphfnbNZGYemyEr111CHHxSv?usp=sharing
? Kite is a free AI-powe…
79
Image Segmentation And Object Detection Using 5 Lines Of Code Using PixelLib
github:https://github.com/krishnaik06/Image-Segmentation-Using-Pixellib
Documentation Page: https://github.com/ayoolaola…
80
Real Time Image Segmentation And Object Detection From Live Video Stream Using PixelLib
github: https://github.com/krishnaik06/Image-Segmentation-Using-Pixellib/tree/main/Live%20Video
Pixellib Documentation: …
81
Face Detection, Face Mesh, OpenPose, Holisitic, Hand Detection Using MediaPipe On Live Stream Video
github: https://github.com/krishnaik06/MediaPipe
github: https://github.com/google/mediapipe
Website: https://google.git…
82
GauGAN AI Art Tool By Nvidia- Convert Imagination Into Real Picture- Application Of GAN
https://www.nvidia.com/en-us/research/ai-playground/
iNeuron Internship link: https://internship.ineuron.ai/
? Kite is a…
83
Implementation Of Perceptron In Deep Learning Using Python From Scratch- Part 1- Ft: Sunny
? Kite is a free AI-powered coding assistant that will help you code faster and smarter. The Kite plugin integrates with…
84
Complete Implementation Of Perceptron In Deep Learning Using Python From Scratch
https://github.com/c17hawke/PERCEPTRON-implementation
Part 1 : https://www.youtube.com/watch?v=lRcNvNduD2M
00:00 Implem…
85
How to Install Ubuntu in Windows 10 with WSL2-Windows Subsystem for Linux
? Kite is a free AI-powered coding assistant that will help you code faster and smarter. The Kite plugin integrates with…
86
Tutorial on Automated Machine Learning using MLBox
Colab link: https://colab.research.google.com/drive/19GIcwwJzO1Slhf8MI6j25UwdAi1kyt0b?usp=sharing
Dataset Link: https://…
87
Monte Carlo DropOut Layers In Deep Learning
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