Udemy – Python for Data Science: From Zero to Data Analysis 2024-7

Published on: 2024-10-04 19:37:19

Categories: 28

Descriptions

Python for Data Science: From Zero to Data Analysis, This course is your gateway to mastering Python for data analysis, whether you’re just getting started or looking to expand your skills. We begin with the basics, ensuring you build a solid foundation, then gradually move into data science applications. I’d like to stress that we do not assume a programming background and no background in Python is required. Grasp the essentials of Python, including data types, strings, slicing, f-strings, and more, laying a solid base for data manipulation. Master decision-making in Python using if-else statements and logical operators. Automate repetitive tasks with for and while loops, enhancing your coding efficiency. Apply your foundational knowledge in a fun, creative project using Python’s turtle graphics.

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

Who this course is for

Python Beginners: Ideal for those new to programming who want to start their Python journey with a focus on data science.
Data Analysis Newcomers: Perfect for individuals with little to no experience in data analysis who want to build a strong foundation in Python.
Aspiring Data Scientists: Designed for those looking to transition into data science, equipping you with essential skills and knowledge.
Professionals Enhancing Their Skills: Suitable for professionals across various industries aiming to leverage Python for data-driven decision-making.
Students and Academics: Valuable for students and researchers who need to analyze data for academic projects, research, or studies.

Specificatoin of Python for Data Science: From Zero to Data Analysis

Publisher : Udemy
Teacher : Dr. Ron Erez
Language : English
Level : All Levels
Number of Course : 193
Duration : 21 hours and 9 minutes

Content on 2023-8

Python for Data Science_ From Zero to Data Analysis

Requirements

A Computer with Internet Access: You will 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!