Maestre R. Introduction to Data Science for SMEs and Freelancers...2024

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Maestre R. Introduction to Data Science for SMEs and Freelancers...2024

Textbook in PDF format Today, everyone seeks to harness data to boost profits, and small and medium-sized enterprises (SMEs) and freelancers cannot afford to be left behind. Although many believe that Data Science is reserved for large corporations, this book demonstrates that Data Science is within reach of any business, regardless of its size. Introduction to Data Science for SMEs and Freelancers: How to Start Leveraging Data to Make Money is an accessible and straightforward guide designed to help you take your first steps in the world of data. In clear language, Ruben Maestre will show you how to harness the power of data, analyze it, and use it to make better decisions that propel your business forward. What will you learn from this book? What Data Science is and why it is essential for your business. Discover how data can help you identify patterns, optimize processes, and improve decision-making. How to collect and manage your data. From transactions to customer interactions, you will learn to organize and evaluate the quality of your data. Introduction to Python. Without needing to be a programmer, you will learn the basics of using this powerful language for data analysis with Pandas and NumPy. Data cleaning and preparation. Discover techniques for cleaning and transforming data to enhance the quality of your analyses. Exploratory data analysis and visualization. Learn how to create charts and use Matplotlib, Seaborn, and Plotly to visualize information. Applying data science to business decision-making. Optimize inventories, enhance customer service, and make data-driven decisions. Getting started with predictive models. Learn how to forecast trends and behaviors using tools like Scikit-Learn. Why is this book different? Ruben Maestre, with experience in Data Science and digital marketing, has written this book specifically for SMEs and freelancers. It is not an overwhelming technical guide but rather a practical tool that democratizes access to Data Science. You will find real examples, straightforward explanations, and a hands-on approach to applying concepts from day one. This book is only the first step. Ruben plans to delve into advanced topics in future books, such as visualizations, Machine Learning, and the use of Artificial Intelligence to improve processes. Introduction to Data Science for SMEs_v1 Prteface INTRODUCTION TO DATA SCIENCE FOR SMES AND FREELANCERS UNDERSTANDING YOUR DATA INTRODUCTION TO PYTHON FOR DATA SCIENCE PREPARING AND CLEANING YOUR DATA WITH PYTHON EXPLORATORY DATA ANALYSIS (EDA) WITH PYTHON DATA VISUALIZATION FOR SMES AND FREELANCERS APPLYING DATA ANALYSIS FOR DECISION MAKING FIRST STEPS IN PREDICTIVE MODELS INTEGRATING DATA SCIENCE INTO YOUR COMPANY'S CULTURE FAREWELL GLOSSARY