Data Science Handbook

Explore data science fundamentals, including generative AI, time series, and business analytics. Gain insights into practical applications using Python libraries like pandas, seaborn, and TensorFlow.

14 Lessons

2h 30min

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Data science extracts meaningful insights from the data for data-driven decision-making. This course is designed to provide an insight into the fascinating world of data science, whether you are a beginner or want to move your career forward in data science. We start the course by covering the fundamentals of data science and the usage of data science in big tech industries and real-world applications. We discuss its specialized applications in generative AI, time series analysis, business analytics, and the different career paths in data science. Lastly, we cover an example with various Python libraries, including pandas, seaborn, scikit-learn, and TensorFlow. We use pandas and seaborn for basic data processing and data visualization and scikit-learn and TensorFlow for modeling and analysis. With the completion of this course, you’ll emerge with a concise yet comprehensive knowledge of data science and the required skills to enhance your data science knowledge for data-driven decision-making.

Data science extracts meaningful insights from the data for data-driven decision-making. This course is designed to provide an i...Show More

WHAT YOU'LL LEARN

An understanding of the fundamentals of data science for data-driven decision-making

Working knowledge of practical applications of data science in industries and daily lives

Knowledge of career paths in data science for today’s world

Familiarity with some famous technologies and tools used in data science

A mastery of how the data science pipeline works with some hands-on experience

An understanding of the fundamentals of data science for data-driven decision-making

Learning Roadmap

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Developed by MAANG Engineers

Every Educative lesson is designed by a team of ex-MAANG software engineers and PhD computer science educators, and developed in consultation with developers and data scientists working at Meta, Google, and more. Our mission is to get you hands-on with the necessary skills to stay ahead in a constantly changing industry. No video, no fluff. Just interactive, project-based learning with personalized feedback that adapts to your goals and experience.

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