Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

https://github.com/burakahmet/deeplearning.ai-tensorflow-developer-professional-certificate

Quizzes and assignment submissions for DeepLearning.AI TensorFlow Developer Professional Certificate program
https://github.com/burakahmet/deeplearning.ai-tensorflow-developer-professional-certificate

artificial-neural-networks cnn computer-vision convolutional-neural-networks coursera deep-learning deep-neural-networks deeplearning image-classification image-processing keras learning-notes machine-learning natural-language-processing neural-network neural-networks recurrent-neural-networks rnn tensorflow tensorflow-tutorials

Last synced: 2 months ago
JSON representation

Quizzes and assignment submissions for DeepLearning.AI TensorFlow Developer Professional Certificate program

Host: GitHub
URL: https://github.com/burakahmet/deeplearning.ai-tensorflow-developer-professional-certificate
Owner: BurakAhmet
License: apache-2.0
Created: 2023-08-16T09:08:32.000Z (over 1 year ago)
Default Branch: main
Last Pushed: 2023-11-06T18:24:51.000Z (about 1 year ago)
Last Synced: 2024-09-23T07:33:19.287Z (3 months ago)
Topics: artificial-neural-networks, cnn, computer-vision, convolutional-neural-networks, coursera, deep-learning, deep-neural-networks, deeplearning, image-classification, image-processing, keras, learning-notes, machine-learning, natural-language-processing, neural-network, neural-networks, recurrent-neural-networks, rnn, tensorflow, tensorflow-tutorials
Language: Jupyter Notebook
Homepage: https://www.coursera.org/professional-certificates/tensorflow-in-practice
Size: 4.28 MB
Stars: 4
Watchers: 2
Forks: 2
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

README

# DeepLearning.AI-TensorFlow-Developer-Professional-Certificate
My quiz and assignment answers for DeepLearning.AI TensorFlow Developer Professional Certificate course.

Check **[Coursera Honor Code](https://www.coursera.support/s/article/209818863-Coursera-Honor-Code?language=en_US)** before you take a look at the assignments.

For more you can check **[course info](https://www.deeplearning.ai/courses/tensorflow-developer-professional-certificate/)**.

![DeepLearning AI TensorFlow Developer](https://github.com/BurakAhmet/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate/assets/89780902/4251492b-f123-462f-9b70-7fad7898c251)

## Contents
- ### [Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning](https://github.com/BurakAhmet/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate/tree/main/1.%20Introduction%20to%20TensorFlow%20for%20Artificial%20Intelligence%2C%20Machine%20Learning%2C%20and%20Deep%20Learning)
* [Week 1](https://github.com/BurakAhmet/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate/tree/main/1.%20Introduction%20to%20TensorFlow%20for%20Artificial%20Intelligence%2C%20Machine%20Learning%2C%20and%20Deep%20Learning/1.%20A%20New%20Programming%20Paradigm): A New Programming Paradigm

* [Week 2](https://github.com/BurakAhmet/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate/tree/main/1.%20Introduction%20to%20TensorFlow%20for%20Artificial%20Intelligence%2C%20Machine%20Learning%2C%20and%20Deep%20Learning/2.%20Introduction%20to%20Computer%20Vision): Introduction to Computer Vision
* [Week 3](https://github.com/BurakAhmet/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate/tree/main/1.%20Introduction%20to%20TensorFlow%20for%20Artificial%20Intelligence%2C%20Machine%20Learning%2C%20and%20Deep%20Learning/3.%20Enhancing%20Vision%20with%20Convolutional%20Neural%20Networks): Enhancing Vision with Convolutional Neural Networks
* [Week 4](https://github.com/BurakAhmet/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate/tree/main/1.%20Introduction%20to%20TensorFlow%20for%20Artificial%20Intelligence%2C%20Machine%20Learning%2C%20and%20Deep%20Learning/4.%20Using%20Real-world%20Images): Using Real-world Images

Show Certificate
TensorFlow C1 Certificate

- ---

- ### [Convolutional Neural Networks in TensorFlow](https://github.com/BurakAhmet/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate/tree/main/2.%20Convolutional%20Neural%20Networks%20in%20TensorFlow)
* [Week 1](https://github.com/BurakAhmet/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate/tree/main/2.%20Convolutional%20Neural%20Networks%20in%20TensorFlow/1.%20Exploring%20a%20Larger%20Dataset): Exploring a Larger Dataset

* [Week 2](https://github.com/BurakAhmet/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate/tree/main/2.%20Convolutional%20Neural%20Networks%20in%20TensorFlow/2.%20Augmentation%20A%20technique%20to%20avoid%20overfitting): Augmentation A technique to avoid overfitting

* [Week 3](https://github.com/BurakAhmet/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate/tree/main/2.%20Convolutional%20Neural%20Networks%20in%20TensorFlow/3.%20Transfer%20Learning): Transfer Learning

* [Week 4](https://github.com/BurakAhmet/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate/tree/main/2.%20Convolutional%20Neural%20Networks%20in%20TensorFlow/4.%20Multiclass%20Classifications): Multiclass Classifications

Show Certificate
TensorFlow C2 Certificate

- ---

- ### [Natural Language Processing in TensorFlow](https://github.com/BurakAhmet/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate/tree/main/3.%20Natural%20Language%20Processing%20in%20TensorFlow)
* [Week 1](https://github.com/BurakAhmet/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate/tree/main/3.%20Natural%20Language%20Processing%20in%20TensorFlow/1.%20Sentiment%20in%20text): Sentiment in text

* [Week 2](https://github.com/BurakAhmet/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate/tree/main/3.%20Natural%20Language%20Processing%20in%20TensorFlow/2.%20Word%20Embeddings): Word Embeddings

* [Week 3](https://github.com/BurakAhmet/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate/tree/main/3.%20Natural%20Language%20Processing%20in%20TensorFlow/3.%20Sequence%20models): Sequence models

* [Week 4](https://github.com/BurakAhmet/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate/tree/main/3.%20Natural%20Language%20Processing%20in%20TensorFlow/4.%20Sequence%20models%20and%20literature): Sequence models and literature

Show Certificate
TensorFlow C3 Certificate

- ---

- ### [Sequences, Time Series and Prediction](https://github.com/BurakAhmet/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate/tree/main/4.%20Sequences%2C%20Time%20Series%20and%20Prediction)
* [Week 1](https://github.com/BurakAhmet/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate/tree/main/4.%20Sequences%2C%20Time%20Series%20and%20Prediction/1.%20Sequences%20and%20Prediction): Sequences and Prediction

* [Week 2](https://github.com/BurakAhmet/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate/tree/main/4.%20Sequences%2C%20Time%20Series%20and%20Prediction/2.%20Deep%20Neural%20Networks%20for%20Time%20Series): Deep Neural Networks for Time Series

* [Week 3](https://github.com/BurakAhmet/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate/tree/main/4.%20Sequences%2C%20Time%20Series%20and%20Prediction/3.%20Recurrent%20Neural%20Networks%20for%20Time%20Series): Recurrent Neural Networks for Time Series

* [Week 4](https://github.com/BurakAhmet/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate/tree/main/4.%20Sequences%2C%20Time%20Series%20and%20Prediction/4.%20Real-world%20time%20series%20data): Real-world time series data

Show Certificate
TensorFlow C4 Certificate

- ---