Deep Learning And Neural Networks With Python By Spotle.ai
This Spotle.ai Masterclass is for helping people learn deep learning quickly.
Updated on Jul, 2024
Language - English
Deep Learning,Machine Learning,Python,Data Science and AI ML
Lectures -24
Duration -2.5 hours
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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:
- 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
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
This course assumes your knowledge on supervised and unsupervised machine learning techniques.
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
Spotle Learn provides career ready courses in Artificial Intelligence, Data Science, Programming, Cloud Computing, IoT, Blockchain, AR and VR, Astronomy and Astrophysics and other in-demand skill areas. We have trained and certified over 100,000 people. Students from 2500 college campuses and leading corporates learn on Spotle to meet their career goals.
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