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From 0 To 1: SQL And Databases – Heavy Lifting 2018.1


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From 0 To 1: SQL And Databases - Heavy Lifting 2018.1 | 19.8GB

Video Description

Your bodyguard for when data gets too big, this course is strong but friendly, funny yet deep, animated yet thoughtful. Let’s parse that. Your bodyguard for when data gets too big: Most business folks (and quite a few engineers) use Excel as a basic tool of decision making and modeling, but when you can't fit the data you'd like into an Excel spreadsheet that you can easily open, its time to move to a database. The course is strong but friendly: This course will help you move to a database without being intimidated by the new environment. Don't let anyone tell you that any dataset is too large or too complicated for you to understand. The course is funny yet deep: It goes really deep into the topics that folks often find hard to understand, such as joins, aggregate operators and interfacing with databases from a programming language. But it never takes itself too seriously. The course is very visual: most of the techniques are explained with the help of animations to help you understand better. This course is practical as well: Queries are explained in excruciating detail, indices are demystified, and potentially career-limiting traps (Drop, Alter) are marked with bright yellow tape markers so you can steer clear. The course is also quirky. The examples are irreverent. Lots of little touches: repetition, zooming out so we remember the big picture, active learning with plenty of quizzes. There’s also a peppy soundtrack, and art - all shown by studies to improve cognition and recall.

Style and Approach

No prerequisites are needed for the SQL commands and DBMS fundamentals. Basic knowledge of programming in Python would be helpful if you want to run the source code in the course-ending project. This course will cover generic (non-system-specific) SQL, but will also conduct exercises using 2 different database technologies: MySQL and SQLite. Installation and use of both these will be explained in-depth

Table of Contents

INTRODUCTION TO DATABASES
GOING FROM RELATIONS TO DATABASE TABLES
CREATING TABLES AND INSERTING DATA INTO THEM
BACK TO RETRIEVING DATA - MORE ADVANCED QUERIES USING GROUP BY
JOINS - DON'T LET THEM INTIMIDATE YOU! THEY'RE ALL FUZZY AND NICE
SUBQUERIES: LAYERING THE CAKE
CONSTRAINTS
SOMEWHAT MORE ADVANCED CONCEPTS
TABLE DESIGN: THEORY AND PRACTICE
PUTTING IT TOGETHER: DATABASE PROGRAMMING IN PYTHON
APPENDIX

What You Will Learn

  • Explore large datasets and uncover insights - going far beyond the Excel, deep into the data
  • Model and create a database for day-to-day use
  • Interface with databases from a programming language such as Python
  • Have the comfort and confidence needed to load data and use both GUI and a command line interface for database operations
  • Fully understand and leverage joins, sub queries, aggregates, indices, triggers, stored procedures and other major database concepts

Authors

Loonycorn

Loonycorn is Janani Ravi and Vitthal Srinivasan. Between them, they have studied at Stanford, been admitted to IIM Ahmedabad and have spent years working in tech, in the Bay Area, New York, Singapore and Bangalore.

Janani: 7 years at Google (New York, Singapore); Studied at Stanford; also worked at Flipkart and Microsoft

Vitthal: Also Google (Singapore) and studied at Stanford; Flipkart, Credit Suisse and INSEAD too. They think they might have hit upon a neat way of teaching complicated tech courses in a funny, practical, engaging way, which is why they are so excited to be here. They hope you will try our offerings, and you'll like them 🙂


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