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Home Programming

Python Data Mastery: From Basics to Advanced Analysis

January 30, 2024
in Programming, Free Course, Tutorials
Python Data Mastery: From Basics to Advanced Analysis

Python Data Mastery: From Basics to Advanced Analysis

Download Python Data Mastery: From Basics to Advanced Analysis. Are you looking for this valuable stuff to download? If so then you are in the correct place. On our website, we share resources for, Graphics designers, Motion designers, Game developers, cinematographers, Forex Traders, Programmers, Web developers, 3D artists, photographers, Music Producers and etc.

With one single click, On our website, you will find many premium assets like All kinds of Courses, Photoshop Stuff, Lightroom Preset, Photoshop Actions, Brushes & Gradient, Videohive After Effect Templates, Fonts, Luts, Sounds, 3D models, Plugins, and much more. Psdly.com is a free graphics and all kinds of courses content provider website that helps beginner grow their careers as well as freelancers, Motion designers, cinematographers, Forex Traders, photographers, who can’t afford high-cost courses, and other resources.

File Name:Python Data Mastery: From Basics to Advanced Analysis
Content Source:https://www.udemy.com/course/python-data-mastery-from-basics-to-advanced-analysis/
Genre / Category:Programming
File Size :3.6 GB
Publisher:udemy
Updated and Published:January 30, 2024
Product Details

In the “Python for Data Analysis” course, students will acquire a comprehensive set of skills and knowledge that empowers them to effectively use Python for analyzing and manipulating data. The course covers a wide range of topics to ensure a well-rounded understanding, from foundational programming concepts to advanced data analysis techniques. Here’s an overview of what students will learn:

Module 1: Introduction to Python Programming

  1. Foundations of Programming:
    • Understanding basic programming concepts.
    • Exploring the Python programming language.
  2. Setting Up the Environment:
    • Installing and configuring Python and an integrated development environment (IDE).
  3. Python Basics:
    • Mastering Python syntax, variables, and data types.
    • Implementing control flow through if statements and loops.
  4. Functions and Modules:
    • Writing functions for code modularity.
    • Exploring Python modules and libraries.

Module 2: Data Handling in Python

  1. Data Structures in Python:
    • Working with lists, dictionaries, and tuples.
    • Understanding their use in data handling.
  2. Introduction to NumPy and Pandas:
    • Using NumPy arrays for numerical operations.
    • Exploring Pandas for data manipulation with DataFrames.

Module 3: Data Visualization with Matplotlib and Seaborn

  1. Data Visualization Basics:
    • Understanding the importance of visualizing data.
    • Creating basic plots using Matplotlib.
  2. Advanced Data Visualization with Seaborn:
    • Enhancing visualizations with Seaborn.
    • Creating informative and aesthetic charts and graphs.

Module 4: Introduction to Data Analysis with Pandas and NumPy

  1. Data Cleaning and Preprocessing:
    • Handling missing data and outliers.
    • Transforming and cleaning data for analysis.
  2. Data Analysis with Pandas:
    • Performing basic data analysis tasks using Pandas DataFrames.
    • Aggregating, grouping, and filtering data.

Module 5: Capstone Project: Data Analysis with Python

  1. Capstone Project:
    • Applying Python programming and data analysis skills to a real-world project.
    • Presenting findings and insights derived from the analyzed data.
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DOWNLOAD LINK: Python Data Mastery: From Basics to Advanced Analysis

Python_Data_Mastery_From_Basics_to_Advanced_Analysis.part1.rar – 995.0 MB
Python_Data_Mastery_From_Basics_to_Advanced_Analysis.part2.rar – 995.0 MB
Python_Data_Mastery_From_Basics_to_Advanced_Analysis.part3.rar – 995.0 MB
Python_Data_Mastery_From_Basics_to_Advanced_Analysis.part4.rar – 306.0 MB

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