Master Python Programming: Learn Everything You Need to Know (Part 5/6)
Master Python programming from scratch to advanced with this comprehensive course. Learn everything you need to know, from the basics of syntax to advanced topics like machine learning and web development. This course is Everything you will ever need to Master every detail of Python.
Learn Python Programming - Full Course from Harvard University
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Learn Python by Building 25+ Projects (With Source Code)
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Top 20+ Challenging Python Projects for Experienced Developers (Code Include)
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Let this list of covered Topics give you an Idea:
1.Python Strings and RNG
2. Conditional Statements
3. Lists and Bundle Storage
4. Finite State Machines with Python
5. Loops
6. Functions
7. Dictionaries
8. Exceptions and Crash Handling
9. Python Built-In Functions
10. Python Object Oriented Programming
11. Decorators
12. Handling text Files
13. Handling Compressed Files
14. Data Plotting with Matplotlib
15. Directory Management.
16. Command Line Based Applications
17. Numpy and Math
18. Image Processing With OpenCV
19. Video Processing
20. Object Tracking
21. Pandas And Tabular Data
22. Python GUI Based Apps
23. Converting Python to Stand-Alone Software
24. Recommender Systems with Netflix
25. OCR and Image to Text Conversion
26. Python Data Analysis Breakdown
27. Artificial Data Generation
28. Python Machine Learning Breakdown
29. Features Engineering
30. Seaborn for Data Visualization
31. Gaussian Naive Bayes
32. Principal Component Analysis (PCA)
33. Linear Regression
34. Polynomial Regression
35. K-means Clustering
36. Support Vector Machine (SVM)
37. Linear Discriminate Analysis (LDA)
38. t-SNE
39. Hierarchical Clustering
40. Time Series Analysis
41. Decision Trees
42. Random Forests
43. Reinforcement Learning
44. Natural Language Processing (NLP)
45. Building A Messages and Emails Spam FIlter
46. Market Segmentation
47. Analyzing House Pricing
48. Deep learning Breakdown
49. Artificial Neural Networks
50. Image Classification
51. Convultional Neural Networks
52. Automating Accountant Job
53. Building Web Apps
54. Flutter For Python Using Flet
55. Python SQL and Relational Databases (Using SQLAlchemy)
56. Pygame and RPG Advanced Game Development
And more!!!
What you'll learn
Basics Of Python
Python Object Oriented Programming
Numpy and Pandas for Data Analysis
Image Processing with OpenCV
Video Processing with OpenCV
Voice Recognition And Voice Automation
OCR for Converting Images to Text
Data Analysis And Visualization Using Matplotlib And Seaborn
Data Pre-Processing For Machine And Deep Learning
Machine Learning Algorithms Simply Explained And Coded
Deep Learning Algorithms
Natural Language Processing (NLP)
Reinforcement Learning And Self Learning Algorithms
Automating The Boring Tasks
Building Command Line Interfaces
Building GUI Interfaces
Building Web-based Machine Learning Apps
Flutter For Python -Flet
Databases
SQLAlchemy
Web Scraping With Bs4 and selenium
#Python #Programming #Morioh
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