What You'll Learn

  • Introduction to Jupyter Notebook,Basic Python programming concepts,Installing NumPy & Pandas,Creating NumPy arrays from Python lists,Mathematical functions in NumPy,Reading and writing files with NumPy,Creating and understanding DataFrames,DataFrame indexing and selection,Adding
  • removing
  • and updating data,Data filtering
  • sorting
  • and grouping,Time series analysis and manipulation,Identifying and handling missing data,Merging
  • joining
  • and concatenating DataFrames,Applying functions to DataFrames,Customizing plots (titles
  • labels
  • colors),Creating complex visualizations (histograms
  • scatter plots
  • box plots),Memory optimization techniques

Requirements

  • No prior knowledge is required.

Description

Unlock the full potential of data analysis with NumPy, Pandas, and Python in this comprehensive, hands-on course! Whether you're a beginner or looking to sharpen your skills, this course will guide you through everything you need to master data analysis using Python's most powerful libraries.


You will learn to:


  • Python for Data Analysis: Master the fundamentals of Python, the most popular language for data science, including core programming concepts and essential libraries.

  • NumPy Essentials: Dive deep into NumPy for fast numerical computations, array manipulation, and performance optimization.

  • Pandas Mastery: Learn how to efficiently work with large datasets using Pandas, the powerful data manipulation library. Handle, clean, transform, and analyze real-world data with ease.

  • Data Visualization: Understand how to represent your data visually to gain insights using Python libraries like Matplotlib and Seaborn.

  • Real-World Projects: Apply your knowledge to real-world datasets, tackling data challenges from start to finish—exploring, cleaning, and drawing insights.


What you'll learn:


  • Fundamentals of Python programming for data analysis

  • Introduction to NumPy: Arrays, operations, and performance techniques

  • Deep dive into Pandas: DataFrames, Series, and advanced data manipulation

  • Data cleaning and preprocessing techniques

  • Exploratory data analysis (EDA) with Pandas

  • Real-world case studies and hands-on projects


Enroll today and take the first step toward mastering data analysis with Python, NumPy, and Pandas!

Who this course is for:

  • Anyone looking to enhance their data analysis skills using Python,Beginners interested in data analysis with Python,Data enthusiasts looking to gain in-demand skills
NumPy, Pandas, & Python for Data Analysis: A Complete Guide

Course Includes:

  • Price: FREE
  • Enrolled: 29759 students
  • Language: English
  • Certificate: Yes
  • Difficulty: Advanced
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