Data On A Mission: The Full Data Science Course
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About Course
“Data On A Mission: The Full Data Science Course” is designed to provide you with the knowledge and skills needed to work with data effectively. It typically covers a wide range of topics related to data analysis, statistics, machine learning, and programming. Here are some key areas that this course will cover:
1. Data Manipulation: You will learn how to clean, transform, and preprocess data to make it suitable for analysis. This involves techniques for handling missing data, dealing with outliers, and organizing data in a structured format.
2. Statistics and Exploratory Data Analysis: You will gain an understanding of statistical concepts and methods used to explore and summarize data. This includes techniques for visualizing data, identifying patterns, and making inferences.
3. Machine Learning: You will be introduced to machine learning algorithms and techniques that enable computers to learn from data and make predictions or decisions. This includes supervised learning, unsupervised learning, and evaluation of model performance.
4. Programming and Data Visualization: You will learn programming languages commonly used such as Python or R, and how to use them to manipulate and analyze data. Additionally, you will learn how to create visualizations to effectively communicate insights from data.
5. Big Data and Data Engineering: You may also cover topics related to handling large-scale datasets, distributed computing frameworks, and data storage technologies.
6. Real-world Applications: This course will include practical projects or case studies where you apply your skills to real-world problems. This helps you understand how data science is used in various industries and domains.
Course Content
Introducing Data Science
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Introducing Data Science
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