Julia Programming For Data Science - Lucas, Oliver
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Julia Programming for Data Science: A Beginner-Friendly Approach Embark on a journey into the world of data science with Julia, a powerful and dynamic programming language designed for high-performance computing. This beginner-friendly guide will equip you with the skills and knowledge to tackle complex data analysis tasks with ease and efficiency. What you'll learn: * Fundamentals of Julia: Master the basics of Julia programming, including data types, variables, operators, control flow, and functions. * Data Wrangling and Manipulation: Learn to import, clean, transform, and analyze data using…mehr

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Julia Programming for Data Science: A Beginner-Friendly Approach Embark on a journey into the world of data science with Julia, a powerful and dynamic programming language designed for high-performance computing. This beginner-friendly guide will equip you with the skills and knowledge to tackle complex data analysis tasks with ease and efficiency. What you'll learn: * Fundamentals of Julia: Master the basics of Julia programming, including data types, variables, operators, control flow, and functions. * Data Wrangling and Manipulation: Learn to import, clean, transform, and analyze data using Julia's versatile data structures and libraries. * Statistical Modeling and Machine Learning: Explore statistical concepts and implement machine learning algorithms with Julia's extensive ecosystem of packages. * Data Visualization: Create compelling visualizations of your data using Julia's powerful plotting libraries. * Real-world Applications: Apply your Julia skills to solve practical data science problems across various domains. Why choose this book? * Clear and concise explanations: Complex concepts are broken down into digestible chunks, making it easy for beginners to grasp. * Hands-on examples: Numerous practical examples and exercises reinforce your learning and help you apply Julia to real-world scenarios. * Focus on data science: Tailored specifically for aspiring data scientists, this book covers the essential Julia tools and techniques for data analysis. * Beginner-friendly approach: No prior programming experience is required. This book starts from the ground up and gradually introduces more advanced concepts. Unlock the power of Julia and become a proficient data scientist. Start your journey today!
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