Programming

Python for Data Science

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Programming for Everybody

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Python Data Structures

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Using Python to Access Web Data

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Python Programming: Beginner

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Python for Data Science: Fundamentals

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Python Programming: Intermediate

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Data structure and Algorithm

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Reporting with R Markdown

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Introduction to R

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Python programming: Advanced

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Database

SQL for Data Science

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SQL Fundamentals

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SQL and Databases: Advanced

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SQL intermediate

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SQL Fundamentals Track

SQL Server Fundamentals

Data Analysis and Visualization

The Data Scientist’s Toolbox

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Pandas and NumPy Fundamentals

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Python for Data Science and AI

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Storytelling through Data Visualization

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Data Visualization with Python Track

Data Visualization with Seaborn

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Streamlined Data Ingestion with pandas

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Mathematics and Statistics

Mathematics for Machine Learning: Linear Algebra

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Mathematics for Machine Learning: PCA

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Calculus for Machine Learning

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Linear Algebra for Machine Learning

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Deep Learning

Natural Language Processing

Big Data Technology

Introduction to Big Data

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Cloud Computing Applications, Part 1

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Spark and MapReduce

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Miscellaneous

Introduction to Git

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Command Line: Beginner

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API and Web Scrapping

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Text processing in command line

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Git and version control

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Elements of command line

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Command line: Intermediate

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