πINTRODUCTION TO DATABASES
π0:00:00 Course Introduction
π0:12:32 DataBases and Data
π0:26:40 Intro To SQL
π0:39:52 Basic Databases Structure
π0:49:52 SQL Data Types
π1:01:29 Create and read
π1:21:36 Update and delete
π1:31:50 SQL operators
π1:47:06 Sorting and Filtering data
π2:05:56 Designing Database schema
π2:16:42 Relational Database design
π2:31:46 Database Normalization
π2:53:32 Graded Assessment
π2:56:17 Course wrap up
πINTRODUCTION TO VERSION CONTROL
π2:59:07 Course Introduction
π3:06:49 Introduction to Version Control
π3:25:01 Unix Commands
π4:02:19 Git and Github
π4:54:41 Create a Repository with Forking
π4:56:02 Graded Assessment
π4:58:46 Course wrap up
πDATABASE STRUCTURES AND MANAGEMENT WITH MYSQL
π5:00:37 course Introduction
π5:09:57 Filtering Data
π5:25:20 Joining Tables
π5:55:55 Grouping Data
π6:09:02 Updating and Inserting Data
π6:15:17 Constraints
π6:25:03 changing Table Structure
π6:37:50 Subqueries
π6:51:20 Virtual Tables
π7:01:15 Functions in MYSQL
π7:28:56 Procedures
π7:37:05 Graded Assessment Final Project
π7:40:29 Course Wrap up
πADVANCED MYSQL Topics
π7:43:05 Course Introduction
π7:46:30 Advanced MySQL Functions and Stored Procedures
π8:04:18 MySQL Triggers and events
π8:26:01 Optimizing Database queries
π8:40:25 Further Optimization Techniques
π8:59:11 Evaluating MySQL for Data Analysis
π9:06:52 Performing Data Analysis in MySQL
π9:22:59 Graded Assessment
π9:27:00 Course Wrap up
πPROGRAMMING IN PYTHON
π9:28:51 course introduction
π9:33:45 Welcome to Python Programming
π10:24:28 Control Flow and Conditionals
π10:58:00 Functions and Data Structures
π11:30:33 Error Exceptions and File Handling
π11:55:42 Procedure Programming
π12:08:35 Functional Programming
π12:32:26 Object Oriented Programming
π13:10:34 Modules
π13:40:22 Popular Packages Libraries and Frameworks
π13:55:27 Testing Tools
π14:23:51 Graded Assessement
π14:25:42 Course wrap up
πDATABASE CLIENTS
π14:27:42 Course Introducdtion
π14:37:25 Establishing a MySQL Python Connection and Creating tables
π14:53:26 Working With Cursors
π15:08:48 Performing Create read update and delete crud operations
π15:17:57 Advanced queries in MySQL Database using Python
π15:30:20 Implementing MySQL Functions Using Python
π15:47:15 Accessing MySQL Stored Procedures using Python
π15:54:53 Working with Connection Pools
π16:09:31 Final Project
π16:13:56 Course wrap up
πADVANCED DATA MODELING
π16:16:01 Course Introduction
π16:27:20 Database Modeling
π16:43:07 MYSQL WorkBench WB
π17:05:48 What is data warehouse
π17:20:49 Dimensional Data Modeling
π17:35:06 Introduction to data analytics
π17:50:11 ADvanced Data analytics in practice
π18:14:40 Final Project Assessment
π18:20:51 Course Wrap up
πDATABASE ENGINEER CAPSTONE
π18:22:56 Project Info
π18:27:35 Setting up the project
π18:33:20 Adding sales reports
π18:36:24 Table Booking System
π18:45:05 Data Visualization
π18:48:45 Database Client
π18:55:44 Final Project Assessment
π19:00:21 course wrap up
πCODING INTERVIEW PREPARATION
π19:03:20 Course introduction
π19:16:05 The Coding Interview
π19:37:40 Introduction to Computer Science
π20:07:21 Basic Data Structures
π20:14:07 Collection Data Structures
π20:30:54 Advanced Data Structures
π20:56:39 Sorting And Searching
π21:09:10 Working with Algorithms
π21:35:44 Final Graded Assessment
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