Deep Learning: Convolutional Neural Networks in Python

Udemy
Deal Score+6
Deal Score+6
Deep Learning Convolutional Neural Networks in Python Udemy coupon

Deep Learning: Convolutional Neural Networks in Python

Tensorflow 2 CNNs for Computer Vision, Natural Language Processing (NLP) +More! For Data Science & Machine Learning

Created by Lazy Programmers inc. | 13.5 hours on-demand video course

*** NOW IN TENSORFLOW 2 and PYTHON 3 ***

Learn about one of the most powerful Deep Learning architectures yet!

The Convolutional Neural Network (CNN) has been used to obtain state-of-the-art results in computer vision tasks such as object detection, image segmentation, and generating photo-realistic images of people and things that don’t exist in the real world!

This Deep Learning: Convolutional Neural Networks in Python course will teach you the fundamentals of convolution and why it’s useful for deep learning and even NLP (natural language processing). You will learn about modern techniques such as data augmentation and batch normalization, and build modern architectures such as VGG yourself.

This Deep Learning course will teach you:

  • The basics of machine learning and neurons (just a review to get you warmed up!)
  • Neural networks for classification and regression (just a review to get you warmed up!)
  • How to model image data in code
  • How to model text data for NLP (including preprocessing steps for text)
  • How to build an CNN using Tensorflow 2
  • How to use batch normalization and dropout regularization in Tensorflow 2
  • How to do image classification in Tensorflow 2
  • How to do data preprocessing for your own custom image dataset
  • How to use Embeddings in Tensorflow 2 for NLP
  • How to build a Text Classification CNN for NLP (examples: spam detection, sentiment analysis, parts-of-speech tagging, named entity recognition)

All of the materials required for this course can be downloaded and installed for FREE. We will do most of our work in Numpy, Matplotlib, and Tensorflow. I am always available to answer your questions and help you along your data science journey.

This course focuses on “how to build and understand”, not just “how to use”. Anyone can learn to use an API in 15 minutes after reading some documentation. It’s not about “remembering facts”, it’s about “seeing for yourself” via experimentation. It will teach you how to visualize what’s happening in the model internally. If you want more than just a superficial look at machine learning models, this course is for you.

What you’ll learn in Deep Learning Course

  • Understand convolution and why it’s useful for Deep Learning
  • Understand and explain the architecture of a convolutional neural network (CNN)
    Implement a CNN in TensorFlow 2
  • Apply CNNs to challenging Image Recognition tasks
  • Apply CNNs to Natural Language Processing (NLP) for Text Classification (e.g. Spam Detection, Sentiment Analysis)

Recommended Course by Lazy Programmers

Bayesian Machine Learning in Python: A/B Testing

Bayesian Machine Learning in Python: A/B Testing Data Science, Machine Learning, and Data Analytics Techniques for …

Artificial Intelligence: Reinforcement Learning in Python Best seller

Artificial Intelligence: Reinforcement Learning in Python Complete guide to Reinforcement Learning, with Stock …

PyTorch: Deep Learning and Artificial Intelligence

Udemy Coupon Code for PyTorch: Deep Learning and Artificial Intelligence Course. Neural Networks for Computer Vision, …

Deep Learning Prerequisites: The Numpy Stack in Python (V2+) Best seller

Udemy – Deep Learning Prerequisites: The Numpy Stack in Python (V2+) Course. The Numpy, Scipy, Pandas, and Matplotlib …

Who this Deep Learning course is for:

  • Students, professionals, and anyone else interested in Deep Learning, Computer Vision, or NLP
  • Software Engineers and Data Scientists who want to level up their career
Josh Smith
Josh Smith

The Couponos team has over ten years of experience finding free and 100%-off Udemy Coupons. We add over 200 coupons daily and verify them constantly to ensure that we only offer fully working coupon codes. We are experts in finding new offers as soon as they become available. They're usually only offered for a limited usage period, so you must act quickly.

      Udemy Coupon & Discounts - May 2024

      Get Certified! IT Certification courses starting from $12.99.


      Get Certified! IT Certification courses starting from $12.99.

      Coupons ME
      Logo