TensorFlow Certificate Courses ML Frameworks

Course materials, assignments, and learning resources from official TensorFlow certification programs (Coursera, Udemy, etc.). Does NOT include general TensorFlow tutorials, framework documentation, or non-certificate-aligned projects.

There are 160 tensorflow certificate courses frameworks tracked. 15 score above 50 (established tier). The highest-rated is tensorflow/docs at 67/100 with 6,300 stars. 1 of the top 10 are actively maintained.

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# Framework Score Tier
1 tensorflow/docs

TensorFlow documentation

67
Established
2 GoogleCloudPlatform/tf-estimator-tutorials

This repository includes tutorials on how to use the TensorFlow estimator...

57
Established
3 PacktPublishing/Advanced-Deep-Learning-with-Keras

Advanced Deep Learning with Keras, published by Packt

54
Established
4 menon92/DL-Sneak-Peek

Deep learning Bangla resources using TensorFlow

52
Established
5 jeffheaton/t81_558_deep_learning

T81-558: Keras - Applications of Deep Neural Networks @Washington University...

51
Established
6 BinRoot/TensorFlow-Book

Accompanying source code for Machine Learning with TensorFlow. Refer to the...

51
Established
7 leriomaggio/deep-learning-keras-tensorflow

Introduction to Deep Neural Networks with Keras and Tensorflow

51
Established
8 mrdbourke/tensorflow-deep-learning

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

51
Established
9 MorvanZhou/Tensorflow-Tutorial

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

51
Established
10 nfmcclure/tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

51
Established
11 aymericdamien/TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

51
Established
12 Hvass-Labs/TensorFlow-Tutorials

TensorFlow Tutorials with YouTube Videos

51
Established
13 instillai/TensorFlow-Course

:satellite: Simple and ready-to-use tutorials for TensorFlow

51
Established
14 carpentries-lab/deep-learning-intro

Learn Deep Learning with Python

51
Established
15 chiphuyen/stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: TensorFlow...

51
Established
16 Spandan-Madan/DeepLearningProject

An in-depth machine learning tutorial introducing readers to a whole machine...

48
Emerging
17 easy-tensorflow/easy-tensorflow

Simple and comprehensive tutorials in TensorFlow

47
Emerging
18 astorfi/TensorFlow-World

:earth_americas: Simple and ready-to-use tutorials for TensorFlow

46
Emerging
19 serengil/tensorflow-101

TensorFlow 101: Introduction to Deep Learning

46
Emerging
20 humphd/have-fun-with-machine-learning

An absolute beginner's guide to Machine Learning and Image Classification...

46
Emerging
21 curiousily/Deep-Learning-For-Hackers

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter...

44
Emerging
22 pkmital/CADL

ARCHIVED: Contains historical course materials/Homework materials for the...

44
Emerging
23 YunYang1994/TensorFlow2.0-Examples

🙄 Difficult algorithm, Simple code.

44
Emerging
24 williamcwi/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate

DeepLearning.AI TensorFlow Developer Professional Certificate

44
Emerging
25 fendouai/Awesome-TensorFlow-Chinese

Awesome-TensorFlow-Chinese,TensorFlow...

44
Emerging
26 ahangchen/GDLnotes

Google Deep Learning Notes(TensorFlow教程)

44
Emerging
27 tensorflow/addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

44
Emerging
28 tobegit3hub/tensorflow_template_application

TensorFlow template application for deep learning

44
Emerging
29 Mostafa-Samir/DNC-tensorflow

A TensorFlow implementation of DeepMind's Differential Neural Computers (DNC)

44
Emerging
30 ChihebTrabelsi/deep_complex_networks

Implementation related to the Deep Complex Networks

44
Emerging
31 gabrieleangeletti/Deep-Learning-TensorFlow

Ready to use implementations of various Deep Learning algorithms using TensorFlow.

44
Emerging
32 Hvass-Labs/TensorFlow-Tutorials-Chinese

TensorFlow 中文教程 (Chinese Tutorials)

44
Emerging
33 DjangoPeng/tensorflow-101

《TensorFlow 快速入门与实战》和《TensorFlow 2 项目进阶实战》课程代码与课件

44
Emerging
34 dragen1860/TensorFlow-2.x-Tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN,...

43
Emerging
35 horance-liu/tensorflow-internals

It is open source ebook about TensorFlow kernel and implementation mechanism.

43
Emerging
36 PacktPublishing/Hands-On-Deep-Learning-Algorithms-with-Python

Hands-On Deep Learning Algorithms with Python, By Packt

43
Emerging
37 MaheshBabu11/DeepLearning.AI-TensorFlow-Developer-Course

DeepLearning.AI TensorFlow Developer Professional Certificate -Coursera

43
Emerging
38 ajaybhat/Tensorflow-For-Beginners

Introduction to deep learning with Tensorflow.

43
Emerging
39 chrismattmann/MLwithTensorFlow2ed

Code for Machine Learning with TensorFlow: 2nd Edition Published by Manning...

42
Emerging
40 MashedP/dlip-pytorch-DL-good-practises

DLiP course companion repository for practical 1

42
Emerging
41 sayakpaul/TF-2.0-Hacks

Contains my explorations of TensorFlow 2.x

42
Emerging
42 c1mone/Tensorflow-101

中文的 tensorflow tutorial with jupyter notebooks

42
Emerging
43 FrancescoSaverioZuppichini/Tensorflow-Dataset-Tutorial

Notebook for my medium article about how to use Dataset API in TensorFlow

42
Emerging
44 dyadxmachina/Applied-Deep-Learning-with-TensorFlow

Learn applied deep learning from zero to deployment using TensorFlow 1.8+

41
Emerging
45 Relph1119/deeplearning-with-tensorflow-notes

龙曲良《TensorFlow深度学习》学习笔记及代码,采用TensorFlow2.0.0版本

41
Emerging
46 zht007/tensorflow-practice

Tutorials of Tensorflow for beginners with popular data sets and projects....

40
Emerging
47 jfsantos/keras-tutorial

Tutorial teaching the basics of Keras and some deep learning concepts

39
Emerging
48 xitu/tensorflow-docs

TensorFlow 最新官方文档中文版

39
Emerging
49 kashif/tf-keras-tutorial

tf.keras + tf.data with Eager Execution

38
Emerging
50 Alireza-Akhavan/rnn-notebooks

RNN(SimpleRNN, LSTM, GRU) Tensorflow2.0 & Keras Notebooks (Workshop materials)

38
Emerging
51 vahidk/EffectiveTensorflow

TensorFlow tutorials and best practices.

38
Emerging
52 Rishit-dagli/Gradient-Centralization-TensorFlow

Instantly improve your training performance of TensorFlow models with just 2...

37
Emerging
53 amusi/TensorFlow-From-Zero-To-One

TensorFlow 最佳学习资源大全(含课程、书籍、博客、公开课等内容)

36
Emerging
54 codebasics/deep-learning-keras-tf-tutorial

Learn deep learning with tensorflow2.0, keras and python through this...

36
Emerging
55 adeshpande3/Tensorflow-Programs-and-Tutorials

Implementations of CNNs, RNNs, GANs, etc

36
Emerging
56 wagamamaz/tensorflow-tutorial

TensorFlow and Deep Learning Tutorials

36
Emerging
57 CreatCodeBuild/TensorFlow-and-DeepLearning-Tutorial

A TensorFlow & Deep Learning online course I taught in 2016

36
Emerging
58 golbin/TensorFlow-Tutorials

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

36
Emerging
59 lambdaji/tf_repos

TensorFlow Script

36
Emerging
60 buomsoo-kim/Easy-deep-learning-with-Keras

Keras tutorial for beginners (using TF backend)

36
Emerging
61 cookeem/TensorFlow_learning_notes

tensorflow学习笔记,来源于电子书:《Tensorflow实战Google深度学习框架》

36
Emerging
62 tgjeon/Keras-Tutorials

Simple tutorials using Keras Framework

36
Emerging
63 Gabvaztor/Consciences

ConsciencesAI (TFBoost) Framework Repository (TensorFlow)

36
Emerging
64 astrumai/DeepLearningWithTF2.0

Practical Exercises in TensorFlow 2.0 for Ian Goodfellows Deep Learning Book

35
Emerging
65 KerasKorea/KEKOxTutorial

전 세계의 멋진 케라스 문서 및 튜토리얼을 한글화하여 케라스x코리아를 널리널리 이롭게합니다.

35
Emerging
66 madalinabuzau/tensorflow-eager-tutorials

Simple tutorials for building neural networks with TensorFlow Eager mode.

35
Emerging
67 tensorlayer/tensorlayer-chinese

TensorLayer 中文文档

35
Emerging
68 TirendazAcademy/Deep-Learning-with-TensorFlow

Deep Learning with TensorFlow

35
Emerging
69 FUlyankin/deep_learning_tf

deep learning with tensorflow (russian)

35
Emerging
70 skcript/tensorflow-resources

Curated Tensorflow code resources to help you get started with Deep Learning.

35
Emerging
71 eliaswalyba/2021-deep-learning-gift-course

I am offering 12 hours of deep learning lessons with TensorFlow 2 to all my...

35
Emerging
72 Rishit-dagli/Deep-Learning-With-TensorFlow

All the resources and hands-on exercises for you to get started with Deep...

34
Emerging
73 dmesquita/understanding_tensorflow_nn

🔮Getting started with TensorFlow: Classifying Text with Neural Networks

34
Emerging
74 palashsharma891/DeepLearning.AI-TensorFlow-Developer-Coursera

My solutions to the programming exercises in the TensorFlow Developer...

33
Emerging
75 tensorlayer/chinese-book

《深度学习:一起玩转TensorLayer》资源分享、讨论

33
Emerging
76 AmeyaJagtap/XPINNs_TensorFlow-2

XPINN code written in TensorFlow 2

33
Emerging
77 ashishpatel26/TensorFlow-Advanced-Techniques-Specialization

Tensorflow Advanced Technique Specialization

33
Emerging
78 joanby/tensorflow2

Curso de Tensorflow 2

32
Emerging
79 thushv89/manning_tf2_in_action

The official code repository for "TensorFlow in Action" by Manning.

32
Emerging
80 arnaldog12/Deep-Learning

Study and implementation about deep learning models, architectures,...

31
Emerging
81 savarin/neural-networks

practical introduction to Python for neural networks, with keras and...

31
Emerging
82 BurakAhmet/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate

Quizzes and assignment submissions for DeepLearning.AI TensorFlow Developer...

31
Emerging
83 oldclesleycode/deep-learning-python

Intro to Deep Learning, including recurrent, convolution, and feed forward...

30
Emerging
84 camara94/convolutional-neural-networks-tensorflow

In Course 2 of the deeplearning.ai TensorFlow Specialization, you will learn...

30
Emerging
85 BaoLocPham/TensorFlow-Advanced-Techniques-Specialization

TensorFlow: Advanced Techniques Course material on cousera this repository...

30
Emerging
86 CornellDataScience/Deep-Learning-Course

Course material for introduction to deep learning in TensorFlow

30
Emerging
87 totti0223/deep_learning_for_biologists_with_keras

tutorials made for biologists to learn deep learning

30
Emerging
88 hasanzeynal/TensorFlow-Developer-Certificate

The TensorFlow Developer Certificate repository is a curated collection of...

30
Emerging
89 EthanYuan/TensorFlow-Zero-to-N

《TensorFlow从0到N》是一个技术文章系列,从一个线性回归问题开始,逐步递进至现代卷积网络,构建完整的深度学习基础。

30
Emerging
90 secsilm/understaing-datasets-estimators-tfrecords

Try to use tf.estimator and tf.data together to train a cnn model.

30
Emerging
91 jarif87/tensorflow-keras-tutorials

A curated set of deep learning projects using TensorFlow/Keras, covering...

29
Experimental
92 camara94/tensorflow-sequences-time-series-and-prediction

In this fourth course, you will learn how to build time series models in...

29
Experimental
93 jbramburger/Deep-Conjugacies

Code associated to the paper "Deep learning of conjugate mappings"

29
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94 seunboy1/Coursera-TensorFlow-Developer-Course

This contains programming exercises from all courses within the Coursera...

28
Experimental
95 enzofali/The-Ultimate-Google-TensorFlow-Developer-Certificate-Exam-Study-Guide

Google TensorFlow Developer Certificate Study Guide

27
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96 mayureshagashe2105/GSoC-22-TensorFlow-Resources-and-Notebooks

GSoC'22 @ TensorFlow Notebooks, Code and much more

27
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97 srajan-kiyotaka/Creating-Multi-Task-Models-With-Keras

I created a Deep Learning Model which can do multiple task at a same time...

27
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98 TensorFlow-User-Group-Bangalore/Learn-Tensorflow

We Tensorflow User Group Bangalore, welcome you to learn Tensorflow through...

26
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99 shreyasvedpathak/Tensorflow-Advanced-Techniques-Solutions

This repository contains my solutions for the Coursera course TensorFlow:...

26
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100 sondosaabed/Advanced-Deep-Learning-with-Keras

problem-solving with the Keras functional API, diverse architectures,...

26
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101 RohitMidha23/Introduction-to-TensorFlow-for-AI-ML-and-DL

The notebooks used for the Introduction to TensorFlow for AI, ML and DL...

26
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102 meliy-meyada/Tensorflow-Deep-Learning-and-Artificial-Intelligence

Tensorflow 2.0: Deep Learning and Artificial Intelligence by Instructors...

25
Experimental
103 MohammadvHossein/TF-GYM

The TF Gym repo shares daily TensorFlow projects on ML/DL, including RL,...

25
Experimental
104 JaeDukSeo/Daily-Neural-Network-Practice-2

Daily Dose of Neural Network that Everyone Needs

25
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105 pabaq/Coursera-TensorFlow-Advanced-Techniques-Specialization

Programming assignments and labs from the TensorFlow Advanced Techniques...

25
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106 FarshidNooshi/TensorFlow-Notebooks

A collection of notebooks with TensorFlow and the Keras API for various...

25
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107 yoursemicolon/tensorflow-developer-professional-certificate

TensorFlow Developer course on Coursera by DeepLearning.AI taught by...

25
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108 Ultan-Kearns/ZTM-Tensorflow-Developer-Certificate

ZTM preparation course for Tensorflow Developer Certification

24
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109 rafi007akhtar/coursera-tensorflow

Google Colab notebooks containing codes I wrote while learning Tensorflow by...

24
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110 ferran9908/dlaicourse-Tensorflow

Repository containing Jupyter Notebooks for the TensorFlow in Practice...

24
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111 JaeDukSeo/Daily-Neural-Network-Practice-3

Daily Neural Network Practice Season 3! ( Finishing up Masters)

23
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112 mohd-faizy/TF01_Introduction-to-TensorFlow-for-AI-ML-and-DL

TensorFlow for building basic neural network for computer vision and use...

23
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113 ahmedshahriar/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate

My notes and assignments on DeepLearning.AI TensorFlow Developer...

23
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114 victor-iyi/deep-learning-with-tensorflow

Deep Learning models with the tensorflow core. Several deep learning models...

23
Experimental
115 bashuamhelp4/deep-learning

A simple deep-learning example demonstrating basic concepts.

22
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116 micktongan/deep-learning-project

Implementing deep learning models.

22
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117 deoche/deep-learning-project

Implementations of various deep learning models.

22
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118 HargunaniHarsha/DeepLearning.Ai-Tensorflow-Professional-Certificate

Solution to Tensorflow Professional Certificate course on Coursera

22
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119 ralphcajipe/Machine-Learning-with-Python

These Colab notebooks are fundamental concepts and methods in Machine...

22
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120 Nyandwi/deep_learning_with_tensorflow

Deep Learning with TensorFlow for basic neural networks tasks, computer...

22
Experimental
121 rayhanozzy/TensorFlow-2-for-Deep-Learning-Specialization-Coursera

Specialization offered by Imperial College London at Coursera

22
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122 dlab-berkeley/Python-Deep-Learning-Legacy

D-Lab's 6 hour introduction to deep learning in Python. Learn how to create...

22
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123 IBMDeveloperMEA/YPDL-SentimentAnalysis-LR

While Deep Learning is a subset of Machine Learning, the prediction...

22
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124 mikeroyal/TensorFlow-Guide

TensorFlow Guide

22
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125 MaorAssayag/morse-deep-learning-detect-and-decode

Morse Code Decoder & Detector with Deep Learning

22
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126 sondosaabed/Intro-to-tensorFlow-for-deep-learning

Intro to tenserflow for deep learning Course with udacity

22
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127 JdeRobot/DeepLearningStudio

Collection of Deep Learning algorithms for autonomous control of vehicles on...

22
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128 aqafridi/TensorFlow-Advanced-Techniques

Most advanced Machine Learning and Artificial Intelligence techniques using...

21
Experimental
129 hank199599/deep_learning_keras_log

reading record of the book 《Deep learning 深度學習必讀 - Keras 大神帶你用 Python 實作》

20
Experimental
130 egorfolley/Introduction-to-TensorFlow-for-Artificial-Intelligence-Machine-Learning-and-Deep-Learning

Introduction to TensorFlow for Artificial Intelligence, Machine Learning,...

20
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131 metantonio/ML-tensorflow-web

Este repositorio estará basado en la explicación paso a paso en el uso de...

19
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132 cylamangie/COM6104-Week5-NeuralNetworks

COM6104 Week 5 lab — Neural networks with TensorFlow and PyTorch on the...

19
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133 Madhu009/Machine-Intelligence-with-TensorFlow

Contains Machine Learning algorithms using TensorFlow and Deep Learning models

19
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134 TatevKaren/Deep-Learning-for-Data-Science

Deep Learning Case Studies with Tensorflow and Keras for Beginners-Advanced:...

18
Experimental
135 IlyasMoutawwakil/tensorflow-data-and-deployment-specialization

My work on the 4 courses of Tensorflow Data and Deployment Specialization.

18
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136 SerhatDerya/deep_learning

This repository contains my notes from Deep Learning With Tensorflow 2.0...

15
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137 AliAbdelaal/machine-learning-tutorials

Simple tensorflow tutorials

15
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138 Davisy/Deep-Leanrning-with-Tensorflow-2.0-

How to use Tensorflow 2 to solve different Deep Learning Problems, from...

15
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139 furkanselimozkan07/Eyup_Cinar-Nvidia_DeepLearning

Implementation of deep learning concepts based on NVIDIA DLI curriculum....

15
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140 amirrezarajabi/Tensorflow-Courses

My experiences of learning Tensorflow and the courses I took

15
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141 matin-ghorbani/TensorFlow-Expert

I used expert mode of TensorFlow to solve some problems

14
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142 sondosaabed/DataCamp-Deep-Learning-Track

Advanced deep learning concepts, utilizing Keras and TensorFlow to explore...

14
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143 sondosaabed/Introduction-to-Deep-Learning-in-Python

Knowledge of how to use deep learning with Keras, the latest version of a...

13
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144 sondosaabed/Introduction-to-Deep-Learning-with-Keras

Using Keras in deep learning, covering tasks like predicting asteroid...

13
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145 sondosaabed/Intro-to-Machine-Learning-with-TensorFlow-Nanodegree

Acquired a full scholarship from Google Palestine Launchpad. It is about the...

13
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146 sondosaabed/Introduction-to-TensorFlow-in-Python

using TensorFlow to develop, train, and make predictions with models in...

13
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147 ilhansevval/Deep_Learning

This repository gives informations how to implement deep learning algorithms...

13
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148 aqafridi/TensorFlow-Developer-Specialization

Tensorflow Developer Specialization from beginner to advance level.it...

12
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149 badrul1329/Deep-Learning

Deep learning is part of a broader family of machine learning methods based...

12
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150 Anikate-De/TensorFlow-Deep-Learning

A collection of GitHub gists and other resources that were made & utilized...

12
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151 jaydattpatel/Introduction-to-TensorFlow-for-Artificial-Intelligence-Machine-Learning-and-Deep-Learning-Coursera

Introduction to TensorFlow for Artificial Intelligence, Machine Learning and...

12
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152 imehranasgari/DL_TensorFlow_LowAPI_Eager_VS_Graph

Practical exploration of TensorFlow eager vs graph execution modes with real...

11
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153 imehranasgari/DL_TensorFlow_LowLevelAPI_CustomSubClassModel

Implementation of a custom TensorFlow/Keras model by subclassing...

11
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154 imehranasgari/DL_TensorFlow_LowLevelAPI_CustomTrainfit_GAN

An in-depth guide to customizing model.fit() in TensorFlow/Keras by...

11
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155 imehranasgari/DL_TensorFlow_LowLevelAPI_Customlayers

Implementation and training of custom layers in TensorFlow/Keras using...

11
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156 imehranasgari/DL_TensorFlow_LowLevelAPI_CustomTrainingLoop

An end-to-end implementation of a custom training and validation loop for a...

11
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157 imehranasgari/DL_TensorFlow_LowLevelAPI_CustomTrainingLoops_Eurosat_MNIST

Custom TensorFlow training loops for image classification: a foundational...

11
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158 VaibhavDaveDev/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate

This repository contains my notes, assignments, and study materials from the...

11
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159 wyhwong/Tensorflow-Docker

This repository contains a Docker environment for DeepLearning.AI TensorFlow...

10
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160 Tudor67/TensorFlow-Playground

TensorFlow tutorials and examples

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