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Deep Learning And Neural Networks With Python By Spotle.ai

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4.4

Deep Learning And Neural Networks With Python By Spotle.ai

This Spotle.ai Masterclass is for helping people learn deep learning quickly.

updated on icon Updated on May, 2024

language icon Language - English

person icon Spotle Learn

English [CC]

category icon Deep Learning,Machine Learning,Python,Data Science and AI ML

Lectures -24

Duration -2.5 hours

4.4

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Course Description

If you are keen on building your career in machine learning and data science deep learning is something you will have to master. In this Spotle masterclass you will learn:

  1. Artificial intelligence, machine learning overview
  2. Artificial neural networks fundamentals
  3. Hands-on - Different types of deep learning techniques and their applications using Python.

In the end we will apply our deep learning skills in a case study - Document clustering in healthtech.

We understand the value of your time. All Spotle.ai courses are compact and to the point. So that you can learn quickly and give more time to applications building. Get ready for the experiential learning.

Goals

What will you learn in this course:

In this Spotle masterclass you will learn:

  • Artificial intelligence, machine learning overview
  • Artificial neural networks fundamentals
  • Perceptron
  • Multilayer feedforward method in python
  • Back propagation method
  • ANN with back propagation
  • Back propagation with python
  • Convolution neural networks
  • CNN hands-on
  • Recurrent neural networks with python
  • Long-short-term memory with python
  • Case study - Document clustering in healthtech

Prerequisites

What are the prerequisites for this course?

This course assumes your knowledge on supervised and unsupervised machine learning techniques.

Deep Learning And Neural Networks With Python By Spotle.ai

Curriculum

Check out the detailed breakdown of what’s inside the course

Machine Learning Recap
5 Lectures
  • play icon Introduction To Artificial Intelligence 09:03 09:03
  • play icon Introduction To Machine Learning 06:13 06:13
  • play icon Introduction To Artificial Neural Networks 06:52 06:52
  • play icon Introduction To Deep Learning 06:06 06:06
  • play icon Applications Of Machine Learning 02:19 02:19
Environment Setup For Machine Learning And Deep Learning
1 Lectures
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Multilayer Feedforward Method With Python
3 Lectures
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Backpropagation Method With Python
3 Lectures
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Convolutional Neural Networks
4 Lectures
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Recurrent Neural Networks
1 Lectures
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Long Short-Term Memory Networks
2 Lectures
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Summary
1 Lectures
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Case Study - Document Clustering
4 Lectures
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Instructor Details

Spotle Learn

Spotle Learn


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