Udemy - SQL for Data Analysis & Data Science

  • Category Other
  • Type Tutorials
  • Language English
  • Total size 2.5 GB
  • Uploaded By tutsnode
  • Downloads 296
  • Last checked 5 days ago
  • Date uploaded 5 years ago
  • Seeders 7
  • Leechers 8

Infohash : 06A6825E796736C051D2BD34A10FE14B21E51B3F




Description

This course will make you SQL query expert it’s a complete SQL boot camp and, You’ll learn the skills you need to retrieve insightful data from a database. There are many test your self quizzes distributed over the course the course with detailed solutions so you to practice more and more . After completing this course and all of it’s quizzes and the Final exam, you will be comfortable with using SQL & PostgreSQL in data analysis and data science by SQL Challenge Final Exam and more

You will learn many tips and tricks in PostgreSQL to query data through the following Topics covered in this course:

Using Real World PostgreSQL Database Airlines Database.

What is a Database
SQL database for beginners.
Installing PostgreSQL database.
Creating Tables in database using SQL.
Drop table from SQL database
SELECT Statement use with SQL database data querying
WHERE Clause use with SQL database data querying
Operators used with Where clause in SQL database data querying .
AND & OR use with SQL database data querying
like use with SQL database data querying .
Filtering Operators use with SQL database data querying .
ORDER BY use with SQL database data querying .
LIMIT use with SQL database data querying .
DISTINCT use with SQL database data querying .
Renaming Column in SQL database.
Functions use with SQL database data querying .
GROUP BY & HAVING Clauses use with database data querying .
Aggregation Queries in SQL database.
Table Joins in SQL database.
INNER and OUTER Joins in SQL database.
UNION, UNION ALL, INTERSECT and EXCEPT Clauses use with SQL database data querying.
Sub-queries use with SQL database data querying .
Correlated Sub queries use with SQL database data querying.
CASE Clause use with database data querying .
Time & date data in SQL in database.
Using Python with SQL Postgres database.
Using Python to load Postgres Data Output file.
Using Python Pandas to Analyze and visualize Postgres Data Output.
Window Functions for Analytics in SQL database.
Test Your Self SQL Quizzes distributed throughout this course.
Challenges for more SQL practice in this course.
Final Exam in SQL database data querying.

Who this course is for:

Are you want to learn more about SQL, PostgreSQL, or data analysis using SQL?
Are you want to learn SQL for data science?
Are you welling to learn Python Pandas & Data Visualization?
Are you ready for upcoming SQL interview questions?
Use Python bs4 & Pandas to Scrape a webpage, Analyze and visualize The Scraped Data.

Requirements

Computer and internet.
No prior knowledge required for this course

Last Updated 11/2020

Files:

SQL for Data Analysis & Data Science [TutsNode.com] - SQL for Data Analysis & Data Science 29. Extra1 Scrape the Web & Saving Data to a Database
  • 1. How to Srcape a website.mp4 (141.5 MB)
  • 1. How to Srcape a website.srt (13.1 KB)
  • 2. Scrape a webpage using Pandas and LXML Python Modules.mp4 (43.0 MB)
  • 2. Scrape a webpage using Pandas and LXML Python Modules.srt (4.1 KB)
  • 3. Visualization of the Scarped Data.mp4 (51.1 MB)
  • 3. Visualization of the Scarped Data.srt (5.5 KB)
  • 4. Save The Scraped Data to a Database.mp4 (50.0 MB)
  • 4. Save The Scraped Data to a Database.srt (6.8 KB)
1. Introduction
  • 1. Course Introduction.mp4 (51.2 MB)
  • 1. Course Introduction.srt (4.8 KB)
2. PostgreSQl database Download & Install
  • 1. PostgreSQl Download & Install.mp4 (21.5 MB)
  • 1. PostgreSQl Download & Install.srt (2.8 KB)
  • 2. Create Database.mp4 (9.2 MB)
  • 2. Create Database.srt (1.3 KB)
  • 3. Restore Database.mp4 (12.8 MB)
  • 3. Restore Database.srt (1.2 KB)
  • 3.1 ERD + License.pdf (191.1 KB)
  • 3.2 Airlines.sql (99.1 MB)
3. Test You Self (1)
  • 1. Test You Self (1).html (0.2 KB)
  • 2. Test You Self (1) Solution.html (1.2 KB)
4. Database Airlines Overview
  • 1. Database Overview 1.mp4 (9.7 MB)
  • 1. Database Overview 1.srt (2.6 KB)
  • 1.1 ERD + License.pdf (191.1 KB)
  • 2. Database Overview 2.mp4 (20.2 MB)
  • 2. Database Overview 2.srt (4.4 KB)
  • 2.1 ERD + License.pdf (191.1 KB)
5. SQL Basics
  • 1. SQL Data Types.mp4 (10.9 MB)
  • 1. SQL Data Types.srt (1.2 KB)
  • 2. Select Statement.mp4 (37.4 MB)
  • 2. Select Statement.srt (5.7 KB)
  • 3. Select Challenge Solution.mp4 (19.5 MB)
  • 3. Select Challenge Solution.srt (2.5 KB)
  • 4. Select Statement For all Airlines Database Tables.mp4 (30.1 MB)
  • 4. Select Statement For all Airlines Database Tables.srt (1.7 KB)
  • 5. Distinct.mp4 (12.7 MB)
  • 5. Distinct.srt (1.7 KB)
  • 6. Where Clause.mp4 (49.2 MB)
  • 6. Where Clause.srt (6.8 KB)
  • 7. Operators used with Where Clause.mp4 (32.4 MB)
  • 7. Operators used with Where Clause.srt (4.3 KB)
  • 8. Where Clause + AND & Where Clause + OR.mp4 (21.0 MB)
  • 8. Where Clause + AND & Where Clause + OR.srt (3.4 KB)
  • 9. Where Clause + LIKE.mp4 (30.5 MB)
  • 9. Where Clause + LIKE.srt (5.1 KB)
  • 10. LIMIT & ORDER BY.mp4 (52.5 MB)
  • 10. LIMIT & ORDER BY.srt (7.4 KB)
  • 11. FETCH vs LIMIT.mp4 (23.0 MB)
  • 11. FETCH vs LIMIT.srt (2.7 KB)
  • 12. (Where Clause + BETWEEN & IN) & AS.mp4 (42.8 MB)
  • 12. (Where Clause + BETWEEN & IN) & AS.srt (4.8 KB)
  • 13. NOT IN.mp4 (29.2 MB)
  • 13. NOT IN.srt (3.9 KB)
  • 14. ISNULL & IS NOT NULL.mp4 (26.2 MB)
  • 14. ISNULL & IS NOT NULL.srt (2.6 KB)
  • 15. CAST.mp4 (30.6 MB)
  • 15. CAST.srt (4.1 KB)
6. Test You Self (2)
  • 1. Test You Self (2).html (0.5 KB)
  • 2. Test You Self (2) Solution.html (0.7 KB)
7. SQL Basics Challenge
  • 1. SQL Basics Challenge.html (0.1 KB)
  • 2. SQL Basics Challenge Solution.html (0.2 KB)
8. SQL Aggregations
  • 1. COUNT( ) Function, CREATE TABLE & INSERT INTO TABLE.mp4 (26.5 MB)
  • 1. COUNT( ) Function, CREATE TABLE & INSERT INTO TABLE.srt (4.5 KB)
  • 2. SUM( ) Function.mp4 (7.9 MB)
  • 2. SUM( ) Function.srt (1.1 KB)
  • 3. MIN( ) , MAX( ) & AVG( ) Functions.mp4 (12.1 MB)
  • 3. MIN( ) , MAX( ) & AVG( ) Functions.srt (2.1 KB)
  • 4. GROUP BY & HAVING.mp4 (15.6 MB)
  • 4. GROUP BY & HAVING.srt (2.1 KB)
9. Test You Self (3)
  • 1. Test You Self (3).html (0.7 KB)
  • 2. Test You Self (3) solution.html (1.2 KB)
10. SQL Aggregation Challenge
  • 1. SQL Aggregation Challenge.html (0.5 KB)
  • 2. SQL Aggregation Challenge Solution.html (1.0 KB)
11. SQL Conditional
  • 1. CASE.mp4 (37.5 MB)
  • 1. CASE.srt (4.1 KB)
  • 2. NULLIF().mp4 (24.9 MB)
  • 2. NULLIF().srt (3.8 KB)
  • 3. COALESCE() Function in SQL.mp4 (23.7 MB)
  • 3. COALESCE() Function in SQL.srt (2.5 KB)
12. Test You Self (4)
  • 1. Test You Self (4).html (0.2 KB)
  • 2. Test You Self (4) solution.html (0.8 KB)
13. SQL Conditional Challenge
  • 1. SQL Conditional Challenge.html (0.2 KB)
  • 2. SQL Conditional Challenge Solution.html (0.8 KB)
14. SQL Time Data management
  • 1. Overview of Time Functions in PostgreSQL.mp4 (31.0 MB)
  • 1. Overview of Time Functions in PostgreSQL.srt (2.1 KB)
  • 2. TIMESTAMP EXTRACT().mp4 (25.7 MB)
  • 2. TIMESTAMP EXTRACT().srt (2.8 KB)
  • 3. DATE_TRUNC() & DATE_PART().mp4 (36.7 MB)
  • 3. DATE_TRUNC() & DATE_PART().srt (7.3 KB)
  • 4. DATE IN PostgreSQL & CURRENT_DATE & now( ).mp4 (20.3 MB)
  • 4. DATE IN PostgreSQL & CURRENT_DATE & now( ).srt (3.4 KB)
15. SQL Joins
  • 1. INNER JOIN.mp4 (52.0 MB)
  • 1. INNER JOIN.srt (6.1 KB)
  • 2. Joins Types.mp4 (43.3 MB)
  • 2. Joins Types.srt (10.6 KB)
  • 2.1 JOINS.pdf (1.4 MB)
  • 3. LEFT OUTER JOIN.mp4 (29.4 MB)
  • 3. LEFT OUTER JOIN.srt (3.9 KB)
  • 4. Deep understanding of LEFT JOIN.mp4 (24.8 MB)
  • 4. Deep understanding of LEFT JOIN.srt (3.0 KB)
  • 5. RIGHT OUTER JOIN.mp4 (22.1 MB)
  • 5. RIGHT OUTER JOIN.srt (3.0 KB)
  • 6. FULL OUTER JOIN.mp4 (40.4 MB)
  • 6. FULL OUTER JOIN.srt (5.2 KB)
  • 7. CROSS JOIN.mp4 (20.8 MB)
  • 7. CROSS JOIN.srt (2.2 KB)
  • 8. UNION, UNION ALL, INTERSECT & EXCEPT.mp4 (38.8 MB)
  • 8. UNION, UNION ALL, INTERSECT & EXCEPT.srt (5.5 KB)
  • 9. SELF JOIN.mp4 (19.2 MB)
  • 9. SELF JOIN.srt (2.5 KB)
  • 10. USING.mp4 (22.1 MB)
  • 10. USING.srt (2.0 KB)
  • 11. NATURAL JOIN.mp4 (15.8 MB)
  • 11. NATURAL JOIN.srt (1.8 KB)
16. Test You Self (5)
  • 1. Test You Self (5).html (0.5 KB)
  • 2. Test You Self (5) solution.html (1.6 KB)
17. SQL JOINS Challenge
  • 1. SQL JOINS Challenge.html (0.1 KB)
  • 2. SQL JOINS Challenge Solution.html (0.2 KB)
18. Intermediate SQL
  • 1. Sub-queries.mp4 (39.2 MB)
  • 1. Sub-queries.srt (5.9 KB)
  • 2. SQL Sub-query + EXISTS OR ANY OR ALL.mp4 (89.2 MB)
  • 2. SQL Sub-query + EXISTS OR ANY OR ALL.srt (8.6 KB)
  • 3. Common Table Expression.mp4 (60.3 MB)
  • 3. Common Table Expression.srt (8.1 KB)
19. Test You Self (6)
  • 1. Test You Self (6).html (0.3 KB)
  • 2. Test You Self (6) solution.html (0.6 KB)
20. SQL Sub-query Challenge
  • 1. SQL Sub-query CTE Challenge.html (0.3 KB)
  • 2. SQL Sub-query CTE Challenge Solution.html (1.1 KB)
21. Advanced PostgreSQL Functions
  • 1. Math Functions.mp4 (40.3 MB)
  • 1. Math Functions.srt (3.9 KB)
  • 2. Window Functions OVER().mp4 (26.6 MB)
  • 2. Window Functions OVER().srt (3.0 KB)
  • 3. Window Functions RANK() + OVER() & NTILE() + OVER().mp4 (68.6 MB)
  • 3. Window Functions RANK() + OVER() & NTILE() + OVER().srt (4.7 KB)
  • 4. Window Functions OVER() + LEAD().mp4 (43.5 MB)
  • 4. Window Functions OVER() + LEAD().srt (5.1 KB)
  • 5. Window Functions OVER() + LAG().mp4 (31.2 MB)
  • 5. Window Functions OVER() + LAG().srt (3.9 KB)
22. Advanced SQL
  • 1. GROUPING SETS(), ROLLUP(), CUBE().mp4 (50.0 MB)
  • 1. GROUPING SETS(), ROLLUP(), CUBE().srt (4.8 KB)
  • 2. SELECT Statement + INTO & SELECT Statement + INTO + IN.mp4 (35.9 MB)
  • 2. SELECT Statement + INTO & SELECT Statement + INTO + IN.srt (4.0 KB)
  • 3. VIEW().mp4 (28.8 MB)
  • 3. VIEW().srt (4.1 KB)
23. Test You Self (7)
  • 1. Test You Self (7).html (0.1 KB)
  • 2. Test You Self (7) Solution.html (0.7 KB)
24. PostgreSQL String Functions
  • 1. PostgreSQL POSITION Function.mp4 (19.8 MB)
  • 1. PostgreSQL POSITION Function.srt (2.9 KB)
  • 2. STRPOS() & REPLACE() in PostgreSQL.mp4 (34.9 MB)
  • 2. STRPOS() & REPLACE() in PostgreSQL.srt (3.9 KB)
  • 3. PostgreSQL LEFT(), RIGHT(), BTRIM() & SPLIT_PART() Functions.mp4 (38.3 MB)
  • 3. PostgreSQL LEFT(), RIGHT(), BTRIM() & SPLIT_PART() Functions.srt (5.0 KB)
  • 4. PostgreSQL CONCAT Function.mp4 (33.2 MB)
  • 4. PostgreSQL CONCAT Function.srt (3.2 KB)
  • 5. PostgreSQL LOWER(), UPPER() & INITCAP() Functions.mp4 (37.6 MB)
  • 5. PostgreSQL LOWER(), UPPER() & INITCAP() Functions.srt (3.3 KB)
25. Test You Self (8)
  • 1. Test You Self (8).html (0.3 KB)
  • 2. Test You Self (8) solution.html (0.7 KB)
26. Python + PostgreSQL introduction
  • 1. Python Download & Install.mp4 (19.4 MB)
  • 1. Python Download & Install.srt (1.2 KB)
  • 2. Online jupyter lab.mp4 (18.6 MB)
  • 2. Online jupyter lab.srt (1.2 KB)
  • 3. Using CMD & Python Pip.PyPi to Install Jupyter Lab & Pandas.mp4 (23.5 MB)
  • 3. Using CMD & Python Pip.PyPi to Install Jupyter Lab & Pandas.srt (1.4 KB)
  • 4. Jupyter Commands.html (2.7 KB)
  • 5. Using Python to load and querying PostgreSQL Database.mp4 (25.2 MB)
  • 5. Using Python to load and querying PostgreSQL Database.srt (2.4 KB)
  • 6. Runnig SQL Query Using Python Panadas Module.mp4 (34.2 MB)
  • 6. Runnig SQL Query Using Python Panadas Module.srt (5.2 KB)
  • 7. Using Python Pandas Package to load PostgreSQL the Data Output file.mp4 (79.5 MB)
  • 7. Using Python Pandas Package to load PostgreSQL the Data Output file.srt (7.3 KB)
27. Using Python in Data Analysis of PostgreSQL Data output
  • 1. Data Analysis Process Overview.mp4 (31.7 MB)
  • 1. Data Analysis Process Overview.srt (3.4 KB)
  • 2. Pandas Methods.mp4 (32.6 MB)
  • 2. Pandas Methods.srt (5.3 KB)
  • 3. Pandas Data Analysis.mp4 (18.9 MB)
  • 3. Pandas Data Analysis.srt (4.1 KB)
  • 4. Pandas data visualization.mp4 (51.4 MB)
  • 4. Pandas data visualization.srt (8.1 KB)
  • 5. Sampling Error.mp4 (23.8 MB)
  • 5. Sampling Error.srt (4.0 KB)
28. Final Exam
  • 1. Final Exam.html (0.8 KB)
  • 2. Final Exam Solution.html (4.4 KB)
30. Bonus Section -Thank You
  • 1. Bonus Section -Thank You.html (0.7 KB)
  • TutsNode.com.txt (0.1 KB)
  • [TGx]Downloaded from torrentgalaxy.to .txt (0.6 KB)

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