Python Programming Fundamentals with AI Insights

سرفصل های دوره

"Python for AI: Fundamentals to GUI Dev" "Essential Python: Data Science and GUI", Python fundamentals

1. Introduction

1. Introduction

2. What is AI

3.1 Auto Draw.html

3. AI Activity- AutoDraw

4. Python installation

5. Jupyter Notebook

2. Simple python

1.1 Semantris.html

1. Semantris- AI Activity

2. Introduction to cells and Python programming

3. Markdown

4.1 ProjectDescriptionClass2-210221-142933.pdf

4. Summary and project

5. Class 2- quiz.html

3. Class 3 - Variables and data types

1. AI History

2.1 Class3Variables-210120-110032.pdf

2. Variables

3. Numeric Data and Operators

4.1 ProjectDescriptionClass3-210221-143015.pdf

4. Summary and project

5. Class 3 Quiz.html

4. Strings

1. Revision of Machine learning using Teachable machine

2.1 Class4Strings-210120-114525.pdf

2. Strings

3.1 Class4Stringsoperatorsandfstring-210120-114554.pdf

3. Strings Operators and f-string

4.1 ProjectDescriptionClass4-210221-143033.pdf

4. Summary and project

5. Class 4 - Quiz.html

5. Conditions

1. Datasets

2.1 Class5ConditionsI-210120-115008.pdf

2. Conditions I

3.1 Class5ConditionsII-210120-115050.pdf

3. Conditions II

4.1 ProjectDescriptionClass5-210221-143051.pdf

4. Summary and project

5. Class 5 - Quiz.html

6. Lists, Tuples and Dictionaries

1. AI in gaming

2.1 Class6ListsandTuples-210120-115612.pdf

2. Lists and Tuples

3.1 Class6Dictionaries-210120-115643.pdf

3. Dictionaries

4.1 ProjectDescriptionClass6-210221-143112.pdf

4. Summary and project

5. Class 6 - Quiz.html

7. Loops

1. Reinforcement learning

2.1 Class7LoopsinPython-210120-120035.pdf

2. Loops in python

3.1 Class7Nestedloops-210120-120057.pdf

3. Nested loops

4.1 ProjectDescriptionClass7-210221-143134.pdf

4. Summary and project

5. Class 7- Quiz.html

8. Modules and Functions

1. Unsupervised learning

2.1 Class8FunctionsinPython-210120-120816.pdf

2. Functions in Python

3.1 Class8ModulesinPython-210120-121151.pdf

3. Modules in Python

4.1 ProjectDescriptionClass8-210221-143153.pdf

4. Summary and project

5. Class 8-quiz.html

9. Reading and Writing external files

1. Neural network

2.1 Class9Readingfromfiles-210120-122020.pdf

2. Reading from files

3.1 Class9Writingtofiles-210120-122053.pdf

3. Writing to files

4.1 ProjectDescriptionClass9-210221-143215.pdf

4. Summary and project

5. Class 9 - Quiz.html

10. Python data science useful packages (NumPy)

1. Recommender systems

2.1 Class10NumPyI-210120-123318.pdf

2. NumPy I

3.1 Class10NumPyII-210120-123342.pdf

3. NumPy II

4.1 ProjectDescriptionClass10-210221-143237.pdf

4. Summary and project

5. Class 10 - Quiz.html

11. Python data science useful packages (Matplotlib)

1. Speech Recognition

2.1 Class11MatplotlibI-210120-123921.pdf

2. Matplotlib I

3.1 Class11MatplotlibII-210120-123945.pdf

3. Matplotlib II

4.1 ProjectDescriptionClass11-210221-143254.pdf

4. Summary and project

5. Class 11 - Quiz.html

12. Intro to GUI in Python

1. Computer vision

2.1 Class12GUII-210120-125024.pdf

2. GUI I

3.1 Class12GUIII-210120-125049.pdf

3. GUI II

4.1 ProjectDescriptionClass12-210221-143315.pdf

4. Summary and project

5. Class 12 - Quiz.html

13. Final Assesment

1. Hangman game.html

2. Final Quiz.html

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تولید کننده: Udemy-Training