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[ FreeCourseWeb com ] Udemy - SQL for Data Science ,Oracle , MySQL, R and Python [2020]
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1. Introduction
1. Why SQL for Data Science.mp4
2. Course Outline.mp4
3. Database Concept.mp4
4. SQL Concept.mp4
10. SQL in R and Data Visualizations
1. Introduction to R.mp4
2. Upload CSV files in R and SQL Queries.mp4
3. Data Visualizations in R using ggplot.mp4
4. Connecting MySQL with R and DML operations.mp4
5. Connecting MySQL with R and DDL operations.mp4
11. ImportExport Files into Database - Oracle and MySQL
1. Import CSV file in Oracle Database - 1.mp4
2. Import CSV file in Oracle Database - 2.mp4
3. Import CSV file in MySQL - 1.mp4
12. Case Study - Market Data
1. DML and DDL commands for Market Data.mp4
2. Select Clauses for Market Data in MySQL.mp4
3. Export Files - MySQL.mp4
4. Select Clauses for Market Data in Oracle.mp4
5. Complex SQL - Assignment.mp4
6. Assignment Solutions-1.mp4
7. Assignment Solutions-2.mp4
13. Bonus Lectures on Machine Learning
1. What is machine learning .mp4
2. Concept of Linear Regression The 1st machine learning Technique.mp4
3. CSV file Upload and Data Analysis.mp4
4. Data Visualisations.mp4
5. Model Building.mp4
6. Assumptions of Linear Regression.mp4
7. Model Fitness and Validation - 1.mp4
8. Model Fitness and Validation - 2.mp4
3. Database Installation - Oracle and MySQL
1. Oracle vs MySQL.mp4
2. Understand Company Schema.mp4
3. Installation of MySQL Database.mp4
4. Play with MySQL Workbench.mp4
5. Installation of Oracle Database (optional).mp4
6. Understanding Select and Where Clause.mp4
7. Create Company DB ( MySQL).mp4
8. Create Company DB in Oracle ( optional).mp4
5. Basics of SQL - Write your 1st SQL
1. Write your 1st SQL.mp4
2. IN,NOT IN,BETWEEN Clause.mp4
3. Null ,Not Null , Order by Clause.mp4
6. Advance SQL
1. Advance SQL - Aggregators.mp4
2. Basic Aggregators.mp4
3. Group by Clause 1.mp4
4. Group by Clause 2.mp4
5. Having Clause.mp4
7. Nested SQL and Joins
1. Introduction to Nested SQL.mp4
2. Nested SQL 1.mp4
3. Nested SQL 2.mp4
4. Introduction to Joins.mp4
5. Inner Join.mp4
6. Outer Join.mp4
9. SQL in Python and Data Visualizations
1. Introduction to SQL with Python and R.mp4
2. Installation of Python Developer Environment -Anaconda & Jupyter.mp4
3. SQL Python-Upload Market Data.mp4
4. Write SQL in Python.mp4
5. Visualizations in Python- Seaborn and Pandas.mp4
6. MySQL Database Connection with Python.mp4
Bonus Resources.txt
Readme.txt
resources
company_handout (1).pdf
company_handout.pdf
market_Data
cust_dimen.csv
market_fact.csv
orders_dimen.csv
prod_dimen.csv
shipping_dimen.csv
mysql_create_insert_command.sql
oracle_create_insert_command.sql
select_commands_schema_company.sql
smartphone_ads.csv
world_mysql-200410-132403.sql
world_oracle-200410-132303.sql
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