Python for Data Analysis: Unleash the Power of Python for Data Analysis
Dive into the World of Python for Data Analysis
Are you ready to harness the incredible potential of Python for data analysis using Python? Our ‘Data Analytics With Python’ course is your gateway to unlocking the secrets hidden within data through Python for data analysis. Whether you’re an aspiring data scientist, a business analyst, or simply curious about the world of data and Python for data analysis, this course is tailored to equip you with the skills you need.
What You'll Learn with Python for Data Analysis
In this 2-day, instructor-led course, you’ll embark on a journey through the fascinating realm of Python for data analysis. We start with a Python programming refresher, ensuring you have the foundation you need for Python for data analysis. From there, we dive into importing libraries, creating data sets and data frames in Python for data analysis, and mastering file operations for CSV, TXT, and MS Excel, all with Python for data analysis. You’ll even explore database operations with MySQL in Python for data analysis.
The heart of this course lies in introducing you to the powerful Python pandas data science library for Python for data analysis. You’ll learn data manipulation and cleaning techniques, getting comfortable with Series and Data Frame as essential data structures for Python for data analysis. We’ll teach you how to use functions like group by, merge, and pivot tables to analyze data effectively in Python for data analysis. By the end of the course, you’ll be equipped to take raw tabular data, clean it, manipulate it, and perform basic inferential statistical analyses in Python for data analysis. Visualizing your insights will be a breeze too in Python for data analysis!
Your Data Odyssey Begins with Python for Data Analysis
Data is everywhere, and the ability to analyze it is a skill in high demand across industries, especially when leveraging Python for data analysis. Join us on this exciting journey of ‘Data Analytics With Python’ and Python for data analysis. Whether you’re looking to boost your career or satisfy your curiosity about Python for data analysis, we’re here to guide you through the world of Python for data analysis. Get ready to turn data into insights and make informed decisions using Python for data analysis. Your data odyssey begins here with Python for data analysis!
Course Details
Course Duration: 2 days; Instructor-led
Audience
Anyone who wants to use Python programming language to do Data Analysis
Prerequisites
Python programming knowledge preferred.
Methodology
This program will be conducted with interactive lectures, PowerPoint presentation, discussion and practical exercise.
Course Objectives
The course will introduce data manipulation and cleaning techniques using the popular python pandas data science library and introduce the abstraction of the Series and Data Frame as the central data structures for data analysis, along with tutorials on how to use functions such as group by, merge, and pivot tables effectively. By the end of this course, participants will be able to take tabular data, clean it, manipulate it, and run basic inferential statistical analyses.
Outlines
Module 7: Data Manipulation, simple statistics and data plotting using Pandas
- Finding Maximum & Minimums
- Calculating and identifying outliers
- Indexing and Selecting Data
- Reshaping and Pivot Tables
- Time Series / Date functionality
- Categorical Data
- Simple Statistical Analysis
Module 8: Visualization
- Basic Plotting
- Plot Customization
