[ DevCourseWeb.com ] Deep Learning with TensorFlow 2.0 [2020]
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Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: aac, 44100 Hz
Language: English | SRT | Size: 1.87 GB | Duration: 5h 55m
What you'll learn
Gain a Strong Understanding of TensorFlow - Google’s Cutting-Edge Deep Learning Framework
Build Deep Learning Algorithms from Scratch in Python Using NumPy and TensorFlow
Set Yourself Apart with Hands-on Deep and Machine Learning Experience
Grasp the Mathematics Behind Deep Learning Algorithms
Understand Backpropagation, Stochastic Gradient Descent, Batching, Momentum, and Learning Rate Schedules
Know the Ins and Outs of Underfitting, Overfitting, Training, Validation, Testing, Early Stopping, and Initialization
Competently Carry Out Pre-Processing, Standardization, Normalization, and One-Hot Encoding
Requirements
Some basic Python programming skills
You’ll need to install Anaconda. We will show you how to do it in one of the first lectures of the course.
All software and data used in the course are free.
Description
Data scientists, machine learning engineers, and AI researchers all have their own skillsets. But what is that one special thing they have in common?
They are all masters of deep learning.
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