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, Delta Lake 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.
Learn SQL Basics for Data Science Specialization
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Learn SQL Basics for Data Science Specialization
Instructors: Don Noxon
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4.6
(10,462 reviews)
Beginner level
No prior experience required
3 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
What you'll learn
Use SQL commands to filter, sort, & summarize data; manipulate strings, dates, & numerical data from different sources for analysis
Assess and create datasets to solve your business questions and problems using SQL
Use 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 present your findings & make recommendations
Skills you'll gain
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Taught in English
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Specialization - 3 course series
SQL for Data Science
Course 115 hours
What you'll learn
Identify a subset of data needed from a column or set of columns and write a SQL query to limit to those results.
Use SQL commands to filter, sort, and summarize data.
Create an analysis table from multiple queries using the UNION operator.
Manipulate strings, dates, & numeric data using functions to integrate data from different sources into fields with the correct format for analysis.
Skills you'll gain
Category: SQL
Category: Data Governance
Category: Query Languages
Category: Relational Databases
Category: Data Quality
Category: Database Design
Category: Data Modeling
Category: Data Cleansing
Category: Data Analysis
Category: Data Manipulation
SQL Problem Solving
Course 28 hours
What you'll learn
Validate and clean a dataset
Assess and create datasets to answer your questions
Solve problems using SQL
Build a simple testing framework to touch on AB Testing
Skills you'll gain
Category: SQL
Category: Data Analysis
Category: Exploratory Data Analysis
Category: Data Transformation
Category: JSON
Category: Business Metrics
Category: Data Visualization
Category: Predictive Analytics
Category: Data Presentation
Category: Debugging
Category: Forecasting
Category: Data Quality
Category: Complex Problem Solving
Category: Business Reporting
SQL for Data Science Capstone Project
Course 335 hours
What you'll learn
Develop a project proposal and select your data
Perform descriptive statistics as part of your exploratory analysis
Develop metrics and perform advanced techniques in SQL
Present your findings and make recommendations
Skills you'll gain
Category: Presentations
Category: Peer Review
Category: Data Modeling
Category: Statistical Analysis
Category: Text Mining
Category: Data Storytelling
Category: Data Manipulation
Category: Descriptive Statistics
Category: Exploratory Data Analysis
Category: Data Science
Category: Data Analysis
Category: Proposal Development
Category: Business Analytics
Category: Target Audience
Category: Performance Metric
Category: SQL
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Frequently asked questions
This Specialization consists of 4 courses that could take anyone from 4-6 months to complete.
This Specialization is intended for the learner with no prior knowledge and will progress through the courses advancing their SQL skills.
We absolutely recommend you take the first course listed first and the Capstone project last, but courses two and three can be completed in either order.
More questions
Financial aid available,