Deep Learning And Neural Networks With Python By Spotle.ai

4.6 ★★★★ ★

Deep Learning And Neural Networks With Python By Spotle.ai

Name: Deep Learning And Neural Networks With Python By Spotle.ai
Rating: 4.6 (89 reviews)
Author: Spotle Learn

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

updated on icon Updated on Apr, 2024

language icon Language - English

person icon Spotle Learn

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

Lectures -24

Duration -2.5 hours

4.6 ★★★★ ★

Add to Cart Buy Now

30-days Money-Back Guarantee

Training 5 or more people ?

Get your team access to 10000+ top Tutorials Point courses anytime, anywhere.

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:

Artificial intelligence, machine learning overview
Artificial neural networks fundamentals
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

Introduction To Artificial Intelligence 09:03 09:03
Introduction To Machine Learning 06:13 06:13
Introduction To Artificial Neural Networks 06:52 06:52
Introduction To Deep Learning 06:06 06:06
Applications Of Machine Learning 02:19 02:19

Environment Setup For Machine Learning And Deep Learning
1 Lectures

Multilayer Feedforward Method With Python
3 Lectures

Backpropagation Method With Python
3 Lectures

Convolutional Neural Networks
4 Lectures

Recurrent Neural Networks
1 Lectures

Long Short-Term Memory Networks
2 Lectures

Summary
1 Lectures

Case Study - Document Clustering
4 Lectures

Instructor Details

Spotle Learn

Be Career Ready

Spotle.ai is an AI-powered career platform where you get automatically matched with the relevant opportunities and skills for the advancement of your career. Targeted at the highly mobile millennial and Gen-Z population, Spotle.ai provides a dynamic and agile platform to discover skill and career choices matched to your career goals. Spotle.ai brings together a solid pool of cloud computing, machine learning and deep learning, data science, big data experts; The experts who have been building complex applications hands on. Spotle.ai courses are designed by the experts to keep you updated with the in-demand trends in the market. As you move on with the Spotle.ai courses, you learn from the experts who are passionate about new age technologies; who are keen on sharing their knowledge for the advancement of technology. Spotle.ai courses give you a unique opportunity to learn from and practice with the masters of the tech world.

Course Certificate

Use your certificate to make a career change or to advance in your current career.