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| File Name: | Easy Python Hacks for Mastering Data Manipulation Techniques |
| Content Source: | https://www.udemy.com/course/easy-python-hacks-for-mastering-data-manipulation-techniques/ |
| Genre / Category: | Programming |
| File Size : | 1.7GB |
| Publisher: | udemy |
| Updated and Published: | August 17, 2023 |
Master in Data cleaning and preprocessing with Smooth, Easy and Uncomplicated coding experience in Python using ChatGPT.
Welcome to “Easy Python Hacks for Mastering Data Manipulation Techniques,” your comprehensive guide to becoming a proficient data handler through the power of Python and ChatGPT. In this course, we will demystify the art of data manipulation, equipping you with the skills needed to effortlessly clean, preprocess, and transform data for insightful analysis.
Course Overview:
Data manipulation is the backbone of data analysis, and this course is designed to empower you with the fundamental concepts and advanced techniques required to navigate this critical process. Whether you’re a newcomer to the world of data or a seasoned professional, our step-by-step approach will ensure you gain mastery over data cleaning and preprocessing, using Python with ChatGPT as your trusty companions.
What You’ll Learn:
- Building the Foundation: Lay the groundwork with an in-depth understanding of the data manipulation process. Learn how to harness data to extract valuable insights and drive informed decision-making. Practice exercises will solidify your knowledge.
- Python Essentials: Dive into Python, the language of choice for data analysis. Discover how to perform swift data analysis and understand its potential. Get started quickly with Python on both Windows and Mac platforms.
- ChatGPT Unleashed: Unlock the power of ChatGPT to supercharge your Python coding experience. Set up ChatGPT effortlessly and explore its capabilities in accelerating your coding endeavors.
- Easy Data Cleaning: Streamline your data with efficiency. Load datasets in Jupyter notebooks, handle diverse Python datatypes, tackle missing values, outliers, and duplicates with ease. Practice what you learn to reinforce your skills.
- Effortless Data Preprocessing: Elevate your data preprocessing prowess. Learn feature encoding, binning, and creating dummy variables. Master data sorting, filtering, and the art of dataset merging and concatenation. Tackle data distribution and confidently work with date variables. Practice extensively to enhance your confidence.
- Simplified Data Visualization: Elevate your data presentations with compelling visualizations. Craft bar charts, pie charts, and line plots to communicate insights effectively. Dive into histograms, box plots, and scatter plots to bring your data to life.
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