Books
50 Days of Data Analysis with Python - The Ultimate Challenges for Beginners
This book is perfect for beginners, aspiring data scientists, data analysts and business analysts. You’ll not only conquer the basics but also dig deep into the functions most critical for data analysis. The aim of this book is to get you to a stage where you are comfortable jumping on any structured dataset and doing some analysis. This book bridges the gap between theory and practice, making it an ideal resource for those seeking to develop their data analysis skills.
This book offers a structured, practical and hands-on approach to learning data analysis. It will also help you become proficient with Python libraries used by Data Analysts and Data Scientists so you can build your portfolio of projects to show off to potential employers.
With over 300 challenges, start an engaging 50-day journey to become a skilled data analyst with Python. Remember, success comes from embracing challenges, critical thinking, exploring different approaches, and unlocking your full potential.
Learn by Doing
Explore real-world scenario simulations.
Work with diverse datasets.
Explore data cleaning and preprocessing.
Extract insights from data.
Conduct statistical analyses.
Create insightful visualizations.
Train machine learning models.
Explore Key Python Libraries
NumPy: Effortlessly handle numerical computations.
Pandas: Master data manipulation and analysis like a pro.
Seaborn: Craft captivating visualizations.
Matplotlib: Create stunning plots and charts.
Scikit-learn (Sklearn): Embrace the world of machine learning.
Other Books
Master Python Fundamentals - The Ultimate Guide for Beginners
The Complete Step-by-Step Guide to Master Python, With Over 300 Hands-On Exercises. I made sure the content is not just comprehensive but also utterly understandable, regardless of your background.
Python Tips and Tricks: A Collection of 100 Basic and Intermediate Tips and Tricks
This book is a collection of carefully curated tips and tricks for both beginners and intermediate-level Python enthusiasts. These 100 practical tips and tricks are designed to take your Python knowledge to another level.
50 Days of Python: A Challenge a Day
This book offers a unique set of challenges designed to help you grasp the essentials of the Python language as you embark on your journey to create remarkable things with Python.