In this program, you’ll learn:
Core techniques and methods to structure and manage databases.
Advanced techniques to write database driven applications and advanced data modeling concepts.
MySQL database management system (DBMS) and data creation, querying and manipulation.
How to code and use Python Syntax
How to prepare for technical interviews for database engineer roles.
Course Material : https://drive.google.com/file/d/1wP5a...
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ββββπTIME STAMPπβββββ
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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