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Course / Course Details

Generative AI applications

Artificial Intelligents

By - Gayathri Perumal
0 students
N/A
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Course Description

This course provides a practical introduction to Generative AI applications and how they are transforming industries. Learners will explore how Generative AI creates text, images, audio, video, code, and intelligent conversational experiences. The course covers popular AI tools, real-world use cases, prompt engineering basics, automation workflows, ethical considerations, and hands-on application development. It is designed for beginners, professionals, creators, and business users who want to leverage Generative AI for productivity, creativity, and innovation.

Course Outcomes

Understand the fundamentals of Generative AI and its core concepts
Identify different types of Generative AI applications and use cases
Create AI-generated content including text, images, audio, and code
Use prompt engineering techniques for better AI outputs
Build AI-powered chatbots and virtual assistants
Apply Generative AI tools for business automation and productivity
Explore AI applications in marketing, education, healthcare, and software development
Understand ethical AI practices, limitations, and responsible usage
Integrate Generative AI tools into daily workflows and projects
Develop practical Generative AI solutions for real-world problems

Course Curriculum

1 chapters
40 lectures
0 quizzes
N/A total length

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1 BioGPT 360DigiTMG

23.24 Min

2 LLM and Benchmarks Part 1 360DigiTMG

28.07 Min

3 LLM and Benchmarks Part II 360DigiTMG

29.09 Min

4 Evaluating the Performance of LLMs 360DigiTMG

23.41 Min

5 Fine Tuning Large Language Models LLMs 360DigiTMG

38.05 Min

6 Optimizing Large Language Models Tuning Parameters 360DigiTMG

26.45 Min

7 LLM Inference 360DigiTMG

24.2 Min

8 LLM Dataset Collection 360DigiTMG

21.38 Min

9 https://www.youtube.com/live/JVEN92-uY6E?si=GCiICfuN2GstHoPY

25.31 Min

10 Frameworks for Building LLM Applications 2 360DigiTMG

30.14 Min

11 Frameworks for Building LLM Applications 1 360DigiTMG

29.44 Min

12 AI Powered Image Generation Part 5 360DigiTMG

10.39 Min

13 AI Powered Image Generation Part 4 360DigiTMG

34.34 Min

14 AI Powered Image Generation Part 3 360DigiTMG

30.4 Min

15 AI Powered Image Generation Part 2 360DigiTMG

31.24 Min

16 AI Powered Image Generation Part 1 360DigiTMG

31.36 Min

17 Multi Modality Models 360DigiTMG

31.18 Min

18 Model Compression Techniques Part 2 360DigiTMG

30.07 Min

19 Model Compression Techniques 360DigiTMG

31.14 Min

20 LLM Hallucination II 360DigiTMG

29.49 Min

21 LLM Hallucination 360DigiTMG

29.5 Min

22 Hands On with LLMs II 360DigiTMG

34.5 Min

23 Hands On with LLMs 360DigiTMG

31.55 Min

24 LLM foundation models III 360DigiTMG

24.43 Min

25 LLM foundation models II 360DigiTMG

32.25 Min

26 LLM foundation models 360DigiTMG

35.28 Min

27 GPT and BERT 360DigiTMG

29.27 Min

28 History of Chatbots 360DigiTMG

22.43 Min

29 Advance Prompt Engineering III 360DigiTMG

20.21 Min

30 Advance Prompt Engineering II 360DigiTMG

30.1 Min

31 Advance Prompt Engineering 360DigiTMG

29.42 Min

32 Basic Prompt Engineering 360DigiTMG

30.1 Min

33 Vector Database II 360DigiTMG

30.23 Min

34 Vector Database 1 360DigiTMG

30.18 Min

35 Generative AI on AWS Intro 360DigiTMG

32.01 Min

36 Understanding Foundation Models 360DigiTMG

30.19 Min

37 Generative AI Project Lifecycle 360DigiTMG

28.02 Min

38 Generative AI Applications II 360DigiTMG

30.05 Min

39 Gen AI Applications 360DigiTMG

26.56 Min

40 Gen AI Introduction 360DigiTMG

30.38 Min

Instructor

Gayathri Perumal

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Duration N/A
Lectures 40 lessons
Enrolled 0 students
Category: Artificial Intelligents
0 Quizzes
Language: English
Skill Level Beginner
Certificate of Completion
Full lifetime access

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