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Introduction to Neural Networks

  • Number of Courses9 courses
  • Duration6 hours

Neural networks are a series of algorithms modeled after the human brain, designed to recognize patterns in data. They interpret sensory data through machine perception, labeling, and clustering raw input. These networks can learn and improve over time, making them essential for tasks like image and speech recognition. This learning path gives you a comprehensive introduction to the topic so you can springboard into more advanced applications for neural networks.

Courses in this path

Introduction to Neural Networks

This learning path gives you a comprehensive introduction to the topic so you can springboard into more advanced applications for neural networks.

Neural Networks Demystified for Data Professionals

  • by Amber Israelsen
  • 24m 11s Duration
  • 4.8  (27)

How Neural Networks Learn: Exploring Architecture, Gradient Descent, and Backpropagation

  • by Amber Israelsen
  • 32m 24s Duration
  • 4.7  (19)

Practical Guide to Neural Network Training: Working with Leading Frameworks

  • by Amber Israelsen
  • 29m 23s Duration

Applying Neural Networks: A Guide to Pre-trained Models

  • by Alper Tellioglu
  • 35m 51s Duration

Optimizing Neural Networks for Efficient Data Processing

  • by Alper Tellioglu
  • 34m 40s Duration

Transfer Learning: Tailoring Neural Networks for Your Data

  • by Ranjan Relan
  • 29m 47s Duration

Using Neural Networks for Image and Voice Data Analysis

  • by Raphael Alampay
  • 31m 12s Duration

Implementing Neural Network Solutions in Enterprise Environments

  • by Tom Taulli
  • 33m 4s Duration

Troubleshooting and Improving Neural Network Performance

  • by Dhiraj Kumar
  • 1h 32m 58s Duration

Learn with the best

Amber Israelsen
Amber Israelsen
Amber has been a software developer and technical trainer for over two decades, sharing her expertise in AI, machine learning, AWS, and Power Apps with students around the world. She has a knack for making complex tech topics easy to grasp, whether you’re a developer, designer, or business professional. Amber holds certifications in machine learning, AWS, and various Microsoft technologies, including her experience as a former Microsoft Certified Trainer. With a strong background in visual com... more
Alper Tellioglu
Alper Tellioglu
I am a developer, and passionate about technology in all kind. That's why I worked on several development areas in the past, and still exploring other technologies and frameworks that catch my interest. Besides engineering, I am interested in design and art. I like building things with small and dynamic teams. Working in startup environment keeps me motivated!
Ranjan Relan
Ranjan Relan
Ranjan Relan is a Founder/CEOof GenAI Platform (a multi Agent company)- AgentAnalytics.com . He previously worked as AI, Data and Tech Strategy Consultant with more than 18+ years of experience in the field of Analytics which includes working on Machine Learning, Big data and Data ware housing projects. He has helped clients across Hi Tech, Telecom and Pharma domain in developing data strategy, cloud adoption strategy, analytics strategy ,solution architecture.
Raphael Alampay
Raphael Alampay
Raphael Alampay is the co-founder of Cloudband Solutions Co., a software development and consultancy company that caters to custom based software for SME around the globe. Using time and tested technology such as Java, Ruby on Rails, Python, PostgreSQL and Linux, he has a passion for creating applications that solve real world problems making businesses more efficient and innovative at the same time. His craft in software is largely based on the philosophy of "kaizen" which means continuous impr... more
Tom Taulli
Tom Taulli
Tom Taulli (@ttaulli) is the author of AI-Assisted Programming: Better Planning, Coding, Testing, and Deployment (https://amzn.to/48qeAa9). He has been programming since he was in high school, when he wrote computer programs for magazines (yes, in the 1980s, there were publications that had code listings!). When he got into college, he started a company that sold Windows software for exam preparation. He then founded other companies like Hypermart.net – which was the mid-1990s version of Shopif... more
Dhiraj Kumar
Dhiraj Kumar
Dhiraj is a Data Scientist and AWS-certified online trainer in Python, machine learning, deep learning, artificial intelligence, Java, C#, ASP.NET, AZURE, and AWS.

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