Python The Ultimate Course 2023 - Everything You'll Ever Need
Isi Folder / Files :
1. Installing And Preparing The Environment
10. Exceptions and Preventing Program Crash
11. Lambda and Built-In Functions
12. Python Object Oriented Programming
13. Decorators and Wrapper Functions
14. ReadWrite ZipUnzip Files
15. Introduction To Matplotlib
16. Directory Management
17. Building Command Line Applications
18. Numpy and Advanced Data structures
19. Image Processing with OpenCV
2. Strings , Random Number Generators and CLI Game Fun
20. Video Processing
21. Object Tracking In Video
22. The Jupyter Notebook
23. Pandas and Tabular Data Processing
24. GUI Apps
25. GUI App Portfolio Project
26. Converting Python To Stand-Alone Software
27. Portfolio Project Netflix Recommender Systems Introduction
28. OCR and Image To Text Conversion
29. Starting Data Science Artificial Data
3. Conditional Statements and Branching
30. ML Terminologies Easily Explained
31. Data Preprocessing And Features Engineering
32. Seaborn
33. Gaussian Naive Bayes
34. Principal Component Analysis (PCA)
35. Linear And Polynomial Regression
36. K-means and Classification Models
37. Support Vector Machine (SVM)
38. Linear Discriminate Analysis (LDA)
39. t-SNE
4. Lists and Bundle Data storage
40. Hierarchical Clustering
41. Random Forests And Decision Trees
42. Reinforcement Machine Learning and Teaching Models
43. Natural Language Processing (NLP) and Text Comprehension
44. NLP Portfolio Project
45. Deep Learning With Artificial Neural Networks
46. Deep Learning Portfolio Project
47. Deep Learning Image Classification Portfolio Project
48. Artificial Intelligence Web Apps
49. AI Web App Portfolio Project
5. Finite State Machines In Python
6. Loops and Data Iteration
7. Organizing Code With Python Functions
8. Graphical Game Build Your First Ping Pong
9. Data Storage With Python Dictionaries
Keywords : No