Menu
Accelerate Your CareerAccelerate Your Career

Deep Learning Fundamentals: Neural Networks & AI Model Development

  • Master neural network fundamentals by building perceptrons and multilayer networks using Python, NumPy, and TensorFlow.
  • Develop practical deep learning skills through model training, backpropagation, optimisation, regression, and image classification projects.
Deep Learning Fundamentals: Neural Networks & AI Model Development Thumbnail
GeeksJoin 8.3k geeks
4.5Rating

8304+

enrolled

5 Hours

of Recorded Content

3 Modules

with Certifications

English

Language

FreePaid certification

Professionals from Top Industries Learn from Us

Flipkart Logo
Chargebee Logo
Juspay Logo
Frshworks Logo
Paypal Logo
Zoho Logo
Flipkart Logo
Chargebee Logo
Juspay Logo
Frshworks Logo
Paypal Logo
Zoho Logo
Flipkart Logo
Chargebee Logo
Juspay Logo
Frshworks Logo
Paypal Logo
Zoho Logo
Flipkart Logo
Chargebee Logo
Juspay Logo
Frshworks Logo
Paypal Logo
Zoho Logo
Flipkart Logo
Chargebee Logo
Juspay Logo
Frshworks Logo
Paypal Logo
Zoho Logo
Flipkart Logo
Chargebee Logo
Juspay Logo
Frshworks Logo
Paypal Logo
Zoho Logo

Course Overview

Build a strong foundation in deep learning concepts.

Code perceptrons and multilayer perceptrons with Python.

Understand activation functions and backpropagation.

Train and optimise neural networks using TensorFlow.

Apply optimisers such as Gradient Descent and Adam.

Build regression and image classification applications.

Explore Our Industry-Aligned Curriculum

Course Syllabus

Course Requirements

  • PointBasic Python knowledge.
  • PointInterest in machine learning concepts.
  • PointAccess to Google Colab and Kaggle.
Accelerate Your Career

Accelerate Your Career

Deep Learning Fundamentals: Neural Networks & AI Model Development
Career Banner Image

Real Career Stories Powered By Upskilling

"Previously in IT services, I wanted to upgrade to a new field but didn’t know how. The trust I got from HCL GUVI was enormous; I quit my job and took HCL Guvi Courses . I’ve now been placed as a Data Scientist at AI Enterprise Software India Ltd. I’m feeling blessed and didn’t expect this level of help!"

S

Sonia Kola

Data scientist

"I wanted to make a career shift to IT, so I joined the HCL Guvi Courses. I interviewed with 10 companies and received 3 offers. I eventually accepted an offer from a product-based company and am currently working as a Software Developer at iQuanti India Pvt. Ltd."

R

Rakesh

Software Developer

"My world changed after joining HCL GUVI. The Courses helped me to develop apps from scratch—a vital skill for any developer—and I worked on projects like GooglePay and YouTube clones. I was placed at a product-based company, Zest Money. If you want to upskill and join a product-based company, I highly recommend the HCL Guvi Courses."

M

Muntha Pawan Kumar

Software Developer

"I enrolled in the UI/UX Design course at HCL GUVI to master the art of user-centric design. The course was brilliantly structured, moving from wireframing basics to high-fidelity prototyping and user testing. Learning tools like Figma and working on real-world case studies helped me a lot ."

S

Shaik Ahmad

Associate Product Manager

Awards & Achievements

HCL GUVI recognized as the Best Partner - Technology Training by Empire Forums.

HCL GUVI recognized as the Best Partner - Technology Training by Empire Forums.

HCL GUVI recognized as the Best Partner - Technology Training by Empire Forums.
Awarded by ZEE Digital during ZEE National Achievers Awards 2022.

Awarded by ZEE Digital during ZEE National Achievers Awards 2022.

Awarded by ZEE Digital during ZEE National Achievers Awards 2022.
Awarded by ENTREPRENEUR INDIA for having the best online personalized learning programs.

Awarded by ENTREPRENEUR INDIA for having the best online personalized learning programs.

Awarded by ENTREPRENEUR INDIA for having the best online personalized learning programs.
HCL GUVI recognized as the "Best GenAI Training Partner" by UBS Forums

HCL GUVI recognized as the "Best GenAI Training Partner" by UBS Forums

HCL GUVI recognized as the "Best GenAI Training Partner" by UBS Forums
For the most users to take an Artificial Intelligence lesson in 24 hours.

For the most users to take an Artificial Intelligence lesson in 24 hours.

For the most users to take an Artificial Intelligence lesson in 24 hours.
HCL GUVI recognized as the "Best Partner - New Hire Training" by UBS Forums

HCL GUVI recognized as the "Best Partner - New Hire Training" by UBS Forums

HCL GUVI recognized as the "Best Partner - New Hire Training" by UBS Forums
Broke the Record for most users taking an online computer programming lesson in 24 Hrs.

Broke the Record for most users taking an online computer programming lesson in 24 Hrs.

Broke the Record for most users taking an online computer programming lesson in 24 Hrs.

Certification

Industry-recognized Deep Learning Fundamentals: Neural Networks & AI Model Development Certificate

Certificates are generated after the completion of course.

Certificates are globally recognized & they help Enhance your profile.

Certificate

Frequently Asked Questions

It helps you understand neural networks and build foundational deep learning models using Python and TensorFlow.