Learn SQL Basics for Data Science Specialization

This Specialization is intended for a learner with no previous coding experience seeking to develop SQL query fluency. Through four progressively more difficult SQL projects with data science applications, you will cover topics such as SQL basics, data wrangling, SQL analysis, AB testing, distributed computing using Apache Spark, and more. These topics will prepare you to apply SQL creatively to analyze and explore data; demonstrate efficiency in writing queries; create data analysis datasets; conduct feature engineering, use SQL with other data analysis and machine learning toolsets; and use SQL with unstructured data sets.
WHAT YOU WILL LEARN
U​se SQL commands to filter, sort, & summarize data; manipulate strings, dates, & numerical data from different sources for analysis
A​ssess and create datasets to solve your business questions and problems using SQL
U​se the collaborative Databricks workspace and create an end-to-end pipeline that reads data, transforms it, and saves the result
​Develop a project proposal & select your data, perform statistical analysis & develop metrics, and p​resent your findings & make recommendations

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SQL for Data Science Capstone Project (Coursera)

Data science is a dynamic and growing career field that demands knowledge and skills-based in SQL to be successful. This course is designed to provide you with a solid foundation in applying SQL skills to analyze data and solve real business problems. Whether you have successfully completed the other [...]
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Distributed Computing with Spark SQL (Coursera)

This course is for students with SQL experience and now want to take the next step in gaining familiarity with distributed computing using Spark. Students will gain an understanding of when to use Spark and how Spark as an engine uniquely combines Data and AI technologies at scale. The [...]
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Data Wrangling, Analysis and AB Testing with SQL (Coursera)

This course allows you to apply the SQL skills taught in “SQL for Data Science” to four increasingly complex and authentic data science inquiry case studies. We'll learn how to convert timestamps of all types to common formats and perform date/time calculations. We'll select and perform the optimal JOIN [...]
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SQL for Data Science (Coursera)

This course is designed to give you a primer in the fundamentals of SQL and working with data so that you can begin analyzing it for data science purposes. You will begin to ask the right questions and come up with good answers to deliver valuable insights for your [...]
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Average: 9 ( 3 votes )