A deep understanding of deep learning (with Python intro) free download

A deep understanding of deep learning (with Python intro) free download
A deep understanding of deep learning (with Python intro) is required to understand the theory and math underlying deep learning . Fine-tuning deep network models is essential to understand how to build artificial neural networks . Learn Python from scratch (no prior coding experience necessary) How to use transfer learning to improve model performance using regularization and regularization . Use PyTorch to build deep learning models and fine-tunate models in Python . Use Python to build models in the Python version of PyTorching . Use the Python intro to learn more about deep learning with the help of an intro to the Python programming language . Learn how to use the Python language to build neural networks and understand deep learning networks .

What you’ll discover in A deep understanding of deep discovering (with Python introductory)

  1. The theory as well as math underlying deep understanding
  2. How to build synthetic semantic networks
  3. Architectures of feedforward and also convolutional networks
  4. Structure versions in PyTorch
  5. The calculus and code of slope descent
  6. Fine-tuning deep network designs
  7. Find out Python from scratch (no prior coding experience essential)
  8. How and why autoencoders work
  9. Just how to make use of transfer discovering
  10. Improving model efficiency making use of regularization
  11. Enhancing weight initializations
  12. Understand picture convolution utilizing predefined as well as discovered kernels
  13. Whether deep learning models are reasonable or strange black-boxes!
  14. Using GPUs for deep understanding (much faster than CPUs!)

Description

Deep learning is increasingly controling technology and has major implications for culture.

From self-driving cars and trucks to medical diagnoses, from face acknowledgment to deep fakes, and from language translation to music generation, deep understanding is spreading out like wildfire throughout all areas of modern-day innovation.

However deep learning is not just about super-fancy, cutting-edge, highly advanced applications. Deep learning is increasingly becoming a standard tool in machine-learning, information scientific research, and stats. Deep knowing is used by tiny start-ups for information mining and dimension decrease, by federal governments for detecting tax evasion, and by researchers for identifying patterns in their study data.

Deep knowing is currently made use of in most areas of innovation, organization, as well as home entertainment. And it’s coming to be more crucial yearly.

Who this course is for:

  • Students in a deep learning course
  • Machine-learning enthusiasts
  • Anyone interested in mechanisms of AI (artificial intelligence)
  • Data scientists who want to expand their library of skills
  • Aspiring data scientists
  • Scientists and researchers interested in deep learning
File Name :A deep understanding of deep learning (with Python intro) free download
Content Source:udemy
Genre / Category:Development
File Size :2.16 gb
Publisher :Mike X Cohen
Updated and Published:07 Jul,2022
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File name: A-deep-understanding-of-deep-learning-with-Python-intro.rar
File Size:2.16 gb
Course duration:4 hours
Instructor Name:Mike X Cohen
Language:English
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