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[ DevCourseWeb com ] Udemy - Master Python and Generative Ai For Advanced Analytics
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Get Bonus Downloads Here.url (Size: 1.33 GB) (Files: 48)
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1 - Foundational Concepts of Generative AI
1 - Course Outline and Goal.mp4
2 - Introduction to Generative AI.mp4
3 - Applications in Advanced Analytics.mp4
4 - Different types of Generative Models.mp4
5 - Generative AI vs Traditional ML.mp4
6 - Course Structure and Learning Objectives.mp4
2 - Python Programming for Generative AI
7 - Python for Generative AI Workflows.mp4
8 - Setting Up the Environment.mp4
3 - Core Python Programming Concepts
10 - Data Structures in Python.mp4
11 - Control flows in python.mp4
12 - Functions in Python.mp4
13 - Object Oriented Programming in Python.mp4
14 - Regular Expressions in Python.mp4
15 - Modules in Python.mp4
16 - File Handling in Python.mp4
17 - Error Handling in Python.mp4
9 - Variables and Data types.mp4
4 - Essential Python Libraries for Generative AI
18 - Essential Python Libraries for Generative AITheory.mp4
19 - Data manipulation.mp4
20 - Data visualization.mp4
21 - Image Processing.mp4
22 - Machine Learning tools.mp4
23 - Model Building and Training.mp4
5 - Model Building and Training
24 - Data Wrangling for Python Part 1.mp4
25 - Data Wrangling for Python Part 2.mp4
26 - Advanced Python Concepts.mp4
27 - Generative AI Libraries.mp4
6 - Building Generative Models
28 - Understanding Generative Adversarial Networks.mp4
29 - Constructing Your First GAN with Python.mp4
30 - Model Training and Optimization Techniques.mp4
31 - Troubleshooting Training Challenges.mp4
32 - Understanding Model Performance.mp4
7 - Generative AI Applications for Advanced Analytics
33 - Data Generation.mp4
34 - Augmentation for Improved Analysis.mp4
35 - Advanced Text Analysis with Generative AI.mp4
36 - Generative AI for Images Signals.mp4
37 - 75Predictive Analytics with Generative AI.mp4
38 - Analytics Insights with Generative AI.mp4
39 - Applications of Generative AI in Advanced Analytics.mp4
8 - Project Title Generative AIpowered Stock Market Trend Prediction
40 - 81Data Collection Preprocessing.mp4
41 - 82Model Building.mp4
42 - 83Data Generation Trend Analysis.mp4
43 - Evaluation.mp4
9 - Conclusion
44 - Course Recap and Key Learnings.mp4
45 - The Future of Generative AI and Impact on Advanced Analytics.mp4
46 - Additional Resources and Learning Paths.mp4
Bonus Resources.txt
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