Udemy - Master Python and Generative Ai For Advanced Analytics

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Foundational Concepts of Generative AI
• 1 - Course Outline and Goal.mp4 (20.4 MB)
• 2 - Introduction to Generative AI.mp4 (15.5 MB)
• 3 - Applications in Advanced Analytics.mp4 (18.0 MB)
• 4 - Different types of Generative Models.mp4 (23.6 MB)
• 5 - Generative AI vs Traditional ML.mp4 (28.5 MB)
• 6 - Course Structure and Learning Objectives.mp4 (12.1 MB)
2 - Python Programming for Generative AI
• 7 - Python for Generative AI Workflows.mp4 (40.5 MB)
• 8 - Setting Up the Environment.mp4 (32.5 MB)
3 - Core Python Programming Concepts
• 10 - Data Structures in Python.mp4 (52.4 MB)
• 11 - Control flows in python.mp4 (40.0 MB)
• 12 - Functions in Python.mp4 (16.7 MB)
• 13 - Object Oriented Programming in Python.mp4 (34.7 MB)
• 14 - Regular Expressions in Python.mp4 (34.3 MB)
• 15 - Modules in Python.mp4 (36.8 MB)
• 16 - File Handling in Python.mp4 (20.0 MB)
• 17 - Error Handling in Python.mp4 (20.9 MB)
• 9 - Variables and Data types.mp4 (28.9 MB)
4 - Essential Python Libraries for Generative AI
• 18 - Essential Python Libraries for Generative AITheory.mp4 (46.4 MB)
• 19 - Data manipulation.mp4 (33.2 MB)
• 20 - Data visualization.mp4 (28.4 MB)
• 21 - Image Processing.mp4 (29.8 MB)
• 22 - Machine Learning tools.mp4 (32.5 MB)
• 23 - Model Building and Training.mp4 (64.9 MB)
5 - Model Building and Training
• 24 - Data Wrangling for Python Part 1.mp4 (13.1 MB)
• 25 - Data Wrangling for Python Part 2.mp4 (38.2 MB)
• 26 - Advanced Python Concepts.mp4 (45.8 MB)
• 27 - Generative AI Libraries.mp4 (48.3 MB)
6 - Building Generative Models
• 28 - Understanding Generative Adversarial Networks.mp4 (22.5 MB)
• 29 - Constructing Your First GAN with Python.mp4 (78.8 MB)
• 30 - Model Training and Optimization Techniques.mp4 (46.5 MB)
• 31 - Troubleshooting Training Challenges.mp4 (47.4 MB)
• 32 - Understanding Model Performance.mp4 (21.0 MB)
7 - Generative AI Applications for Advanced Analytics
• 33 - Data Generation.mp4 (28.3 MB)
• 34 - Augmentation for Improved Analysis.mp4 (20.2 MB)
• 35 - Advanced Text Analysis with Generative AI.mp4 (15.1 MB)
• 36 - Generative AI for Images Signals.mp4 (15.1 MB)
• 37 - 75Predictive Analytics with Generative AI.mp4 (12.6 MB)
• 38 - Analytics Insights with Generative AI.mp4 (15.6 MB)
• 39 - Applications of Generative AI in Advanced Analytics.mp4 (10.0 MB)
8 - Project Title Generative AIpowered Stock Market Trend Prediction
• 40 - 81Data Collection Preprocessing.mp4 (49.0 MB)
• 41 - 82Model Building.mp4 (35.3 MB)
• 42 - 83Data Generation Trend Analysis.mp4 (13.0 MB)
• 43 - Evaluation.mp4 (21.5 MB)
9 - Conclusion
• 44 - Course Recap and Key Learnings.mp4 (17.1 MB)
• 45 - The Future of Generative AI and Impact on Advanced Analytics.mp4 (25.0 MB)
• 46 - Additional Resources and Learning Paths.mp4 (13.7 MB)
• Bonus Resources.txt (0.4 KB)