
NumPy, Pandas, & Python for Data Analysis: A Complete Guide
About this course
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 analysisIntroduction to NumPy: Arrays, operations, and performance techniquesDeep dive into Pandas: DataFrames, Series, and advanced data manipulationData cleaning and preprocessing techniquesExploratory data analysis (EDA) with PandasReal-world case studies and hands-on projectsEnroll today and take the first step toward mastering data analysis with Python, NumPy, and Pandas!
Skills you'll gain
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Course Information
Level: All Levels
Suitable for learners at this level
Duration: Self-paced
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Instructor: Udemy Instructor
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This course includes:
- 📹Video lectures
- 📄Downloadable resources
- 📱Mobile & desktop access
- 🎓Certificate of completion
- ♾️Lifetime access