Coursera - Learn SQL Basics for Data Science Specialization

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Last updated 6/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 14h 13m | Size: 2.3 GB​

WHAT YOU WILL 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 WILL GAIN
Data Analysis
Apache Spark
Delta Lake
SQL
Data Science
Sqlite
A/B Testing
Query String
Predictive Analytics
Presentation Skills
creating metrics
Exploratory Data Analysis

About this Specialization
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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.

Homepage

https://www.coursera.org/specializations/learn-sql-basics-data-science

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