Course Includes:
- Price: FREE
- Enrolled: 29979 students
- Language: English
- Certificate: Yes
- Difficulty: Advanced
Coupon verified 12:42 PM (updated every 10 min)
Course Folder
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
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