[ FreeCourseWeb.com ] Tensorflow 2.0: Deep Learning and Artificial Intelligence
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BestSeller |h264, yuv420p, 1280x720 |English, aac, 44100 Hz, 2 channels, s16 | 21h 03mn | 6.7 GB
Instructor: Lazy Programmer Team
Neural Networks for Computer Vision, Time Series Forecasting, NLP, GANs, Reinforcement Learning, and More!
What you'll learn
Artificial Neural Networks (ANNs) / Deep Neural Networks (DNNs)
Predict Stock Returns
Time Series Forecasting
Computer Vision
How to build a Deep Reinforcement Learning Stock Trading Bot
GANs (Generative Adversarial Networks)
Recommender Systems
Image Recognition
Convolutional Neural Networks (CNNs)
Recurrent Neural Networks (RNNs)
Use Tensorflow Serving to serve your model using a RESTful API
Use Tensorflow Lite to export your model for mobile (Android, iOS) and embedded devices
Use Tensorflow's Distribution Strategies to parallelize learning
Low-level Tensorflow, gradient tape, and how to build your own custom models
Natural Language Processing (NLP) with Deep Learning
nstrate Moore's Law using Code
Transfer Learning to create state-of-the-art image classifiers
Requirements
Know how to code in Python and Numpy
For the theoretical parts, understand derivatives and probability
Use Winrar to Extract. And use a shorter path when extracting, such as C: drive
ALSO ANOTHER TIP: You Can Easily Navigate Using Winrar and Rename the Too Long File/ Folder Name if Needed While You Cannot in Default Windows Explorer. You are Welcome ! :)
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