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00_00. About the Course
00_00. About the CourseMachine Learning » Udemy Python AI 2024- Simply Explained Hands-On 2023-1 |
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| Udemy Python AI 2024 - Simply Explained Hands-On 2023-1 Description Python AI Course 2024 - Simply Explained Hands-On. This course is everything you need to master the ins and outs of Python. Are you looking to master Python from the basics to any software idea you can think of? Let this list of topics covered 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 Discriminant 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 See all those concepts? Do you know how much people struggle to understand concepts like machine learning, deep learning and data analytics? It's really big. But if you take this course it won't be like that! Because of the wide variety of topics covered in this course, this will be the only Python course you need to build any Python software. What you will learn in the Python AI 2024 - Simply Explained Hands-On course Python basics 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 are simply explained and coded Deep learning algorithms Natural Language Processing (NLP) Reinforcement learning and self-learning algorithms Automate tedious tasks Building command line interfaces Build GUI interfaces Building web-based machine learning applications Flutter for Python -Flet Databases SQLAlchemy Web Scrapping with Bs4 and Selenium This course is suitable for people 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 technology Anyone interested in data science Senior engineers are looking for complete missing pieces in any area of Python Details of Python AI 2024 Course - Simply Explained Hands-On Publisher: Udemy Lecturer: Mouhammad Hamsho Training level: beginner to advanced Training duration: 34 hours and 8 minutes Number of courses: 504 Python AI 2024 - Simply Explained Hands-On course topics on 1/2023 Python AI 2024 - Simply Explained Hands-OnPython AI 2024 - Simply Explained Hands-OnPython AI 2024 - Simply Explained Hands-OnPython AI 2024 - Simply Explained Hands-OnPython AI 2024 - Simply Explained Hands-On Python AI Course Prerequisites 2024- Simply Explained Hands-On The only requirement is to have a computer | ||||
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