【評判】PyTorch for Deep Learning with Python Bootcamp


  • PyTorch for Deep Learning with Python Bootcamp
  • PyTorch for Deep Learning with Python Bootcampで学習できる内容
    本コースの特徴
  • PyTorch for Deep Learning with Python Bootcampを受講した感想の一覧
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学習内容

Learn how to use NumPy to format data into arrays
Use pandas for data manipulation and cleaning
Learn classic machine learning theory principals
Use PyTorch Deep Learning Library for image classification
Use PyTorch with Recurrent Neural Networks for Sequence Time Series Data
Create state of the art Deep Learning models to work with tabular data

詳細

Welcome to the best online course for learning about Deep Learning with Python and PyTorch!

PyTorch is an open source deep learning platform that provides a seamless path from research prototyping to production deployment. It is rapidly becoming one of the most popular deep learning frameworks for Python. Deep integration into Python allows popular libraries and packages to be used for easily writing neural network layers in Python. A rich ecosystem of tools and libraries extends PyTorch and supports development in computer vision, NLP and more.

This course focuses on balancing important theory concepts with practical hands-on exercises and projects that let you learn how to apply the concepts in the course to your own data sets! When you enroll in this course you will get access to carefully laid out notebooks that explain concepts in an easy to understand manner, including both code and explanations side by side. You will also get access to our slides that explain theory through easy to understand visualizations.

In this course we will teach you everything you need to know to get started with Deep Learning with Pytorch, including:

  • NumPy

  • Pandas

  • Machine Learning Theory

  • Test/Train/Validation Data Splits

  • Model Evaluation - Regression and Classification Tasks

  • Unsupervised Learning Tasks

  • Tensors with PyTorch

  • Neural Network Theory

    • Perceptrons

    • Networks

    • Activation Functions

    • Cost/Loss Functions

    • Backpropagation

    • Gradients

  • Artificial Neural Networks

  • Convolutional Neural Networks

  • Recurrent Neural Networks

  • and much more!

By the end of this course you will be able to create a wide variety of deep learning models to solve your own problems with your own data sets.

So what are you waiting for? Enroll today and experience the true capabilities of Deep Learning with PyTorch! I'll see you inside the course!

-Jose


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本コースの特徴

本コースの特徴を単語単位でまとめました。以下の単語が気になる方は、ぜひ本講座の受講をオススメします。


こと
学習
Kaggle
コンペ
勉強
機械
講座
ため
Python
ゼロ
ここ
これ
参加
記事
Git
必要
深層
Deep
Pytorch
それ
解説
非常
Learning
よう
入門
全て
統計
自分
資格
Expert

受講者の感想

本講座を受講した皆さんの感想を以下にまとめます。


いい
強く
よかっ
ない
やすく
なく
やすい
詳しく
よろしけれ
詳しい
高く
なかっ
なし
大きく
嬉しい
少ない
楽しかっ
高い

レビューの一覧

 ・Kaggle Expertになるまで勉強したことを全て書く[2021-06-21に投稿]

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