Getting Started with Neural Networks
- Offered byAnalytics Vidhya
Getting Started with Neural Networks at Analytics Vidhya Overview
Getting Started with Neural Networks
at Analytics Vidhya
Essential Basics and Initial Steps for Beginners
Mode of learning | Online |
Official Website | Go to Website  |
Credential | Certificate |
Getting Started with Neural Networks at Analytics Vidhya Highlights
Getting Started with Neural Networks
at Analytics Vidhya
- Earn a certification after completion
Getting Started with Neural Networks at Analytics Vidhya Course details
Getting Started with Neural Networks
at Analytics Vidhya
Skills you will learn
Who should do this course?
- Students, programmers, data scientists, or anyone interested in artificial intelligence and machine learning
What are the course deliverables?
- Understand the fundamental concepts of neural networks
- Implement basic neural network models from scratch
- Interpret and analyze neural network architectures
- Apply neural networks to solve simple classification and regression problems
More about this course
- Kick start your journey in deep learning with Analytics Vidhya's Introduction to Neural Networks course! Learn how a neural network works and its different applications in the field of Computer Vision, Natural Language Processing and more.
Getting Started with Neural Networks at Analytics Vidhya Curriculum
Getting Started with Neural Networks
at Analytics Vidhya
Introduction to Deep Learning
What is Deep Learning?
Difference b/w Deep Learning and Machine Learning
Getting ready for the course
Hardware for Computations in Deep Learning
Setting up your system
Introduction to Neural Network
Perceptron
Quiz - Perceptron
Activation Functions
Why do we need activation functions?
Quiz - Why do need activation functions
Loss Function
Introduction to loss function
Quiz - Introduction to Loss Function
NN on structured Data
Understanding Problem Statement: Loan Prediction
Data Preprocessing: Loan Prediction
Assignment: Big Mart Sales Prediction
Assignment: Big Mart Sales Prediction
Other courses offered by Analytics Vidhya
Getting Started with Neural Networks
at Analytics Vidhya
Student Forum
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