https://github.com/aqafridi/tensorflow-developer-specialization
Tensorflow Developer Specialization from beginner to advance level.it include from ANN , CNN, RNN to GANs. From computer vision to Natural Language processing.
https://github.com/aqafridi/tensorflow-developer-specialization
artificial-intelligence computer-vision deep-learning gans machine-learning natural-language-processing tensorflow
Last synced: 2 months ago
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Tensorflow Developer Specialization from beginner to advance level.it include from ANN , CNN, RNN to GANs. From computer vision to Natural Language processing.
- Host: GitHub
- URL: https://github.com/aqafridi/tensorflow-developer-specialization
- Owner: aqafridi
- License: gpl-3.0
- Created: 2021-03-22T20:05:04.000Z (over 5 years ago)
- Default Branch: main
- Last Pushed: 2021-10-02T18:37:18.000Z (over 4 years ago)
- Last Synced: 2025-01-13T15:49:58.554Z (over 1 year ago)
- Topics: artificial-intelligence, computer-vision, deep-learning, gans, machine-learning, natural-language-processing, tensorflow
- Language: Jupyter Notebook
- Homepage:
- Size: 14.3 MB
- Stars: 4
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# TensorFlow-Developer-Specialization
Deeplearning.AI TensorFlow: TensorFlow Developer Specialization
## Course 1: Introduction to TensorFlow for Artificial Intelligence
* [**Week 1 A New Programming Paradigm**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/1%20-%20Introduction%20to%20TensorFlow%20for%20Artificial_Intelligence%2C%20Machine%20Learning%2C%20and%20Deep_Learning/Week%201%20First%20Neural%20Network)
* [**Week 2 Introduction to Computer Vision**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/1%20-%20Introduction%20to%20TensorFlow%20for%20Artificial_Intelligence%2C%20Machine%20Learning%2C%20and%20Deep_Learning/Week%202%20Introduction%20to%20Computer%20Vision)
* [**Week 3 Enhancing Vision with Convolutional Neural Networks**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/1%20-%20Introduction%20to%20TensorFlow%20for%20Artificial_Intelligence%2C%20Machine%20Learning%2C%20and%20Deep_Learning/Week%203%20Enhancing%20Vision%20with%20Convolutional%20Neural%20Networks)
* [**Week 4 Using Real-world Images**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/1%20-%20Introduction%20to%20TensorFlow%20for%20Artificial_Intelligence%2C%20Machine%20Learning%2C%20and%20Deep_Learning/Week%204%20Using%20Real-world%20Images)
## Course 2: Convolutional Neural Networks in TensorFlow
* [**Week 1 Exploring a Larger Dataset cat and dog**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/2%20-%20Convolutional%20Neural%20Networks%20in%20TensorFlow/Week%201%20Exploring%20a%20Larger%20Dataset%20cat%20and%20dog)
* [**Week 2 Augmentation A technique to avoid overfitting**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/2%20-%20Convolutional%20Neural%20Networks%20in%20TensorFlow/Week%202%20Augmentation%20A%20technique%20to%20avoid%20overfitting)
* [**Week 3 Transfer Learning**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/2%20-%20Convolutional%20Neural%20Networks%20in%20TensorFlow/Week%203%20Transfer%20Learning)
* [**Week 4 Multiclass Classifications**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/2%20-%20Convolutional%20Neural%20Networks%20in%20TensorFlow/Week%204%20Multiclass%20Classifications)
## Course 3: Natural Language Processing in TensorFlow
* [**Week 1 Sentiment in text**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/3%20-%20Natural%20Language%20Processing%20in%20TensorFlow/Week%201%20Sentiment%20in%20text)
* [**Week 2 Word Embeddings**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/3%20-%20Natural%20Language%20Processing%20in%20TensorFlow/Week%202%20Word%20Embeddings)
* [**Week 3 Sequence models**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/3%20-%20Natural%20Language%20Processing%20in%20TensorFlow/Week%203%20Sequence%20models)
* [**Week 4 Sequence models and literature**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/3%20-%20Natural%20Language%20Processing%20in%20TensorFlow/Week%204%20Sequence%20models%20and%20literature)
## Course 4: Sequences, Time Series and Prediction
* [**Week 1 Sequences and Prediction**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/4%20-%20Sequences%2C%20Time%20Series%20and%20Prediction/Week%201%20Sequences%20and%20Prediction)
* [**Week 2 Deep Neural Networks for Time Series**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/4%20-%20Sequences%2C%20Time%20Series%20and%20Prediction/Week%202%20Deep%20Neural%20Networks%20for%20Time%20Series)
* [**Week 3 Recurrent Neural Networks for Time Series**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/4%20-%20Sequences%2C%20Time%20Series%20and%20Prediction/Week%203%20Recurrent%20Neural%20Networks%20for%20Time%20Series)
* [**Week 4 Real-world time series data**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/4%20-%20Sequences%2C%20Time%20Series%20and%20Prediction/Week%204%20Real-world%20time%20series%20data)
## Certificate of Specialization
