Python Foundations for Data Science: From Zero to Data Analy
Published 8/2024
Created by Dr. Ron Erez
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 193 Lectures ( 21h 9m ) | Size: 8.3 GB
Master Python for Data Manipulation, Visualization, and Introductory Machine Learning
What you'll learn:
Foundational Python Programming: Acquire a strong grasp of Python basics, including data types, control structures, functions, and object-oriented programming.
Data Analysis and Manipulation: Master the use of Python libraries like NumPy and pandas to clean, manipulate, and analyze datasets.
Advanced Data Visualization: Learn to create visualizations using Matplotlib and Plotly to effectively communicate data-driven insights and trends.
Gain hands-on experience with PyTorch to build and evaluate machine learning models, including classification and regression tasks.
Develop robust and reliable code using error handling techniques and performing unit testing with pytest, ensuring your data analysis scripts run smoothly
As a bonus, explore Python fundamentals while having fun with turtle graphics, making the course accessible for both parents and children learning together
Requirements:
A Computer with Internet Access: You'll need a computer with a reliable internet connection to install the necessary software and access the course materials.
Motivation to Learn: This course is beginner-friendly, requiring no prior programming or data science experience. All you need is a willingness to learn and a desire to dive into Python for data science.
No prior experience is needed-just bring your curiosity and enthusiasm to learn Python and data science!
Code:
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