Mastering Generative AI & NLP

About this Course

This self-paced course is designed to provide a comprehensive understanding of Generative AI and Natural Language Processing (NLP). You will learn how to build advanced AI models, apply them in real-world applications, and understand key concepts like attention mechanisms, large language models, and responsible AI practices.

Course Overview

• Duration: 7 Topics (self-paced)

• Mode: 100% online

• Access: Lifetime access to learning materials and updates

• Support: 24/7 email & chat support

• Certification: Industry-recognized certificate upon completion

 Course Curriculum & Modules

Topic 1: Introduction to NLP

Topic 2: Sequential Data, RNNs, Encoder-Decoder Model

Topic 3: Attention Mechanism

Topic 4: Introduction to Generative AI

Topic 5: Introduction to Large Language Models

Topic 6: Generative AI Project Lifecycle

Topic 7: Responsible AI

 What You Will Learn

• Master foundational and advanced NLP techniques like tokenization, embeddings, and RNNs.

• Understand Generative AI and large language models (LLMs), including GPT and BERT.

• Gain skills in building, training, and deploying AI models for practical applications.

• Learn how to apply AI responsibly and ensure ethical use of generative technologies.

 Learning Objectives

• Understand the core principles of Natural Language Processing and Generative AI.

• Gain expertise in building recurrent neural networks (RNNs) and attention mechanisms.

• Develop the skills to fine-tune large language models for various use cases.

• Learn the process of creating, testing, and deploying Generative AI models.

• Understand the ethical implications of AI and implement responsible AI practices.

Course Features & Benefits

• Lifetime access to all content and updates.

• Practical hands-on projects with real-world data and applications.

• 24/7 support for queries and mentorship.

• Comprehensive coverage of both theory and practical skills in Generative AI and NLP.

• Certifications to boost your career in AI and machine learning.

 Who This Course is For

• Aspiring AI Engineers and Data Scientists

• Professionals in Machine Learning or NLP looking to enhance their expertise.

• Tech enthusiasts interested in the field of Generative AI and language models.

• Individuals wanting to build AI-powered applications and understand the ethical concerns surrounding AI.

 Skills Covered

• Natural Language Processing (NLP)

• Generative AI

• Recurrent Neural Networks (RNNs)

• Attention Mechanism & Transformer Architecture

• Large Language Models (GPT, BERT)

• Generative AI Project Lifecycle

• Ethical AI and Responsible AI Practices

Special Benefits to Students for Enrolling Now

• Exclusive discounts for early enrollees.

• Free bonus content, including an AI project toolkit.

• Priority access to job boards and networking opportunities.

• Early access to new course updates.

Exclusive Complimentary Benefit: One-on-One Expert Interaction

• Get personalized mentorship with industry experts.

• Review your projects and receive custom feedback on your work.

Course Certificate

• Earn a globally recognized certificate to showcase your Generative AI and NLP skills.

• Add it to your LinkedIn and resume to increase your job prospects.

• Boost your career in AI-related fields, including Machine Learning Engineer, Data Scientist, and AI Researcher.

Books & Reference

• Deep Learning with Python – François Chollet

• Natural Language Processing with Python – Steven Bird

• Generative Deep Learning – David Foster

• Transformers for Natural Language Processing – Denis Rothman

Indian Companies Hiring with These Certifications and Skillsets

• TCS, Infosys, Wipro – AI Engineers, Data Scientists

• Accenture, Cognizant – Machine Learning Engineers

• Flipkart, Amazon India – NLP Specialists

• Zomato, Swiggy – AI/ML Researchers

• Startups & Tech Giants – OpenAI, Google India, Microsoft India

This structure clearly outlines what students can expect from the course and how it will help them in their career.