AI with Deep Learning

This program, designed by the University of Texas at Austin, offers comprehensive training in advanced algorithms for ANNs, Computer Vision, and NLP. It enables you to gain the power to tackle real-world AI challenges by acquiring hands-on expertise in advanced deep learning concepts.

Next cohort starts: 25^th Jul 2024

Enquire: +1 512 402 7573

12-week Online Program
9 Mentored Learning Sessions with Industry Experts
3 Comprehensive Hands-on Projects
Certificate of Completion from the University of Texas at Austin
Tools: Python - TensorFlow, Keras, NLTK, scikit-learn

1,800 USD

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About this Program

In this 12-week program, you will excel in Artificial Neural Networks, Computer Vision, and Natural Language Processing algorithms. You'll also receive an e-Portfolio to showcase your achievements and an esteemed certificate from The University of Texas at Austin's McCombs School of Business.

What makes this program unique

What you’ll learn

Advanced Deep Learning algorithms with ANNs, transitioning further into CV and NLP applications
Examination of how CNNs work

Efficiently analyze and interpret visual data using Convolutional Neural Networks
Work on projects and case studies

Immerse yourself in real-world projects like Bank Customer Churn Prediction, Plant Seedlings Image classification using CNNs, etc.
Learn from mentors

Gain practical knowledge in AI and deep Learning from skilled industry experts

Skills you will gain

Neural Network Architecture Design
Model Training and Optimization
Data Preprocessing and Augmentation
Transfer Learning
Sentiment Analysis

What You Will Learn In The AIDL Program

Building Blocks of Artificial Neural Networks

How they can be successfully applied to data for knowledge discovery, application, and knowledge-based prediction.

Reflect on the ability of a computer system

To enable you to see and make sense of visuals using CNN (Convolutional Neural Networks)

Implementation of Neural Networks

This revolves around equipping computers to understand human language. You will learn to understand sentiments from the texts.

Implications of ChatGPT

Understand ChatGPT and how it works for work, business, and education.

Curriculum

Module 1

Introduction to Neural Networks

Master the core principles of Deep Learning as you explore Artificial Neural Networks - hierarchical structures that unlock powerful data analysis, knowledge discovery, application, and prediction.

Pre-work for Deep Learning
Introduction to Artificial Neural Networks, Tensorflow and Keras
Building Blocks of Artificial Neural Networks

Module 2

Introduction to Computer Vision

Gain expertise in leveraging Convolutional Neural Networks (CNNs) to empower computer systems with visual perception and comprehension. This program equips you with the skills to process and utilize image data for CNN analysis effectively.

Pre-work for CNN
Introduction to CNN - Working with Images
Transfer Learning

Module 3

Introduction to Natural Language Processing

Discover the fascinating realm of Natural Language Processing (NLP) in this program, where Neural Networks enable computers to comprehend human language. Unlock the ability to analyze and interpret sentiments within texts with expert guidance.

Intro to NLP- Working with Text Data
Sentiment Analysis

Self-Paced Module

Demystifying ChatGPT and its Applications

Explore the essence and functionality of ChatGPT. Analyze the profound implications of ChatGPT across work, business, and education. Discover the art of prompt engineering to finely tailor outputs for precise use cases.

Earn Your Certificate

Enhance your resume with a certificate in AI with Deep Learning from Great Learning & share it with your professional network.

Note: The image is for illustrative purposes only. The actual certificate may be subject to change at the discretion of Great Learning.

Get to Know Your Faculty & Mentors

Learn from highly skilled professionals in the field of data analysis and visualization who have leveraged the power of Microsoft Power BI across various industry domains.

Angel Das

Data Science Consultant

Alisher Mansurov

Assistant Professor

Rohit Dixit

Senior Data Scientist

Success Stories

Mark Anderson

Provost and Senior Vice President

The Great Learning folks give you a lot of different opportunities to explore technical and intellectual concepts. Everyone I worked and interacted with at Great Learning has been great. The program managers have been very helpful, and I highly recommend Great Learning, so much so that I have enrolled in a subsequent program in AWS.

Rakesh Mittal

Associate Professor

As a professor of Business Analytics, I have shared this knowledge with my students for their professional growth. I highly recommend the AI with Deep Learning Program to anyone seeking theoretical and practical knowledge.

Daniel Naval

Subsurface AI Engineer

I highly recommend the AI with Deep Learning Program. For someone new to the field, it gave me a detailed idea of the Deep Learning concepts right from the very basics. Not only their course material but their mentors are also amazing.

James Watt

Senior Technology Consultant

Our sessions with an industry expert every week not only revealed how they solved industry challenges but also how they applied data science techniques to their lives and day-to-day work. This was the biggest motivator to allow us to go forward. I learnt skills directly applicable to business, filling me with confidence that I can transform my career. This program has fantastic growth opportunities for us as students and professionals.

Still have queries?
Contact Us

Please fill in the form and a Program Advisor will reach out to you. You can also reach out to us at learningforlife@mygreatlearning.com or +1 512 402 7573.

Application Closes 4^th Jul 2024