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Mastering Advanced Machine Learning Algorithms with Generative AI (ChatGPT) (S001 - 006)

Dive deep into advanced machine learning algorithms and Generative AI. Learn how models like ChatGPT work, explore neural networks, transformers, and NLP techniques. Gain hands-on experience building AI-powered applications, fine-tuning models, and deploying intelligent solutions for real-world use cases.

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Course Overview

Schedule of Classes

Course Curriculum

1 Subject

Mastering Advanced Machine Learning Algorithms with Generative AI (ChatGPT) (S001 - 006)

3 Exercises46 Learning Materials

Module 1 : Mastering the Basics: Python Fundamentals

Python Fundamentals Notes

PDF

Python Fundamentals Assignment

Assignment

Python S1

Video
02:26:21

Python S2

Video
02:50:20

Python S3

Video
02:49:55

Python S4

Video
02:35:28

Python S5

Video
02:42:14

Python S6

Video
02:53:22

Python S7

Video
02:49:26

Python S8

Video
02:21:34

Module 2 : NumPy and Pandas Powerhouse: Data Processing and Analysis

Numpy Notes

PDF

Pandas Notes

PDF

Python Assignment Pandas

Assignment

Python S9(NumPy)

Video
02:40:26

Python S10(NumPy)

Video
02:23:37

Data manipulation and analysis using Pandas S1

Video
02:49:02

Data manipulation and analysis using Pandas S2

Video
02:36:25

Module 3 : Visualizing Data with Python: Matplotlib and Seaborn Essentials

Matplotlib Notes

PDF

Seaborn Notes

PDF

Python Assignment(Numpy+Matplotlib+Seaborn)

Assignment

Data Visualization S1

Video
02:44:30

Data Visualization S2

Video
02:38:26

Module 4 : Mastering Machine Learning: Algorithms, Applications, and More

Python Assignment Sklearn

PDF

Sklearn Notes

PDF

Machine learning S1

Video
02:54:35

Machine learning S2

Video
02:59:14

Machine learning S3

Video
02:59:37

Machine learning S4

Video
02:50:33

Machine learning S5

Video
02:43:25

Machine learning S6

Video
02:46:25

Module 5: Deep Learning

Deep Learning S1

Video
01:43:01

Deep Learning S2

Video
01:57:57

Deep Learning S3

Video
01:46:47

Deep Learning S4

Video
01:36:09

Deep Learning S5

Video
01:35:41

Deep Learning S6

Video
01:22:36

Deep Learning S7

Video
01:50:12

Deep Learning S8

Video
01:24:11

Deep Learning S9

Video
02:02:17

Deep Learning S10

Video
02:07:33

Module 6 : Dominate the Industry with Web Scraping

Web Scraping S1

Video
02:00:28

Web Scraping S2

Video
01:41:58

Module 7 : MySQL

MySQL S1

Video
02:48:05

MySQL S2

Video
02:43:15

MySQL S3

Video
02:42:45

MySQL S4

Video
02:50:22

MySQL S5

Video
02:54:50

MySQL S6

Video
02:52:05

Deployment

Deployment

Video
01:02:36

Course Instructor

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26 Courses   •   1871 Students


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