Udemy – Python AI 2024- Simply Explained Hands-On 2022-12 – Downloadly

Description

Python AI Course 2024 – Explained in a Simple Way. This course is everything you need to master the details of Python. Do you want to master Python from the basics to any software idea you can think of? This list of topics covered gives 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 tasks
7 Dictionaries
8 Exception and Crash Handling
9 Python Built-in Functions
10 Python Object Oriented Programming
11 Decorators
12 Handling text files
13 Handling Compressed Files
14 Plotting data with Matplotlib
15 Directory Management.
16 command line based applications
17 Numpy and Mathematica
18 Image Processing with OpenCV
19 Video Processing
20 object tracking
21 Pandas and Tabular Data
22 Python GUI Based Apps
23 Converting Python into stand-alone software
24 Recommendation System with Netflix
25 OCR and image-to-text conversion
26 Python Data Analysis Breakdowns
27. Artificial Data Generation
28 Python Machine Learning Breakdown
29 Feature 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 Discriminant Analysis (LDA)
38 t-SNE
39. Hierarchical Clustering
40. Time Series Analysis
41. Decision Tree
42. Random Forest
43. Reinforcement Learning
44 Natural Language Processing (NLP)
45. Creation of message and email spam filters
46 Market Segmentation
47 House Price Analysis
48. Deep Learning Breakdown
49. Artificial Neural Networks
50 Image Classification
51 Convolutional Neural Networks
52 automated accountant jobs
53. Building web apps
54 Flutter for Python using Flatp
55 Python SQL and Relational Databases (using SQLAlchemy)
56. Pygame and RPG Advanced Game Development

even more

See all those concepts? Do you know how much people struggle to understand concepts like machine learning, deep learning, and data analytics? It’s literally huge. But that won’t be the case if you take this course! Because of the wide variety of topics covered in this course, this will be the only Python course you’ll need to build any Python software.

What You Will Learn in Python AI 2024 — Simply Explained Hands-On Course

Python Object-Oriented Programming
Numpy and Pandas for data analysis
Image Processing with OpenCV
Video Processing with OpenCV
Voice recognition and voice automation
OCR to convert images to text
Data Analysis and Visualization using Matplotlib and Seaborn
Data preprocessing for deep and machine learning
Machine learning algorithms simply explained and coded
Natural Language Processing (NLP)
Reinforcement Learning and Self-Learning Algorithms
Building the Command Line Interface
Building web-based machine learning applications
Web Scraping with BS4 and Selenium

This course is suitable for those who

Anyone who wants to learn programming, regardless of background.
Anyone who wants to master Python in all its aspects
Anyone interested in modern machine learning and deep learning techniques
Anyone interested in data science
Senior engineers are looking for completely missing pieces in any area of Python