Takis Kinis
This channel is primarily for students enrolled in my classes at various institutions studying IT topics that are mostly coding-based. Most videos are based on course materials - lectures, demos, and coding exercises - but some are also helpful for general users needing help with simple topics in these areas. Videos come out shortly after they are created. There is minimal editing of the content, and most appear just as they happened during a live class session.
Intro to ML - Unit 7 Exercise - K-Means (and DBScan) Clustering With Python - Summer 2025
Intro to ML - Unit 6 Exercise - Creating a Decision Tree With Python - Summer 2025
Intro to ML - Unit 7 Lecture - Modeling Unsupervised Learning Part 1 - K-Means & DBScan Summer 2025
Databases - Unit 6 Exercises Part 1 - MySQL Subqueries - In, Exists, Any, All - Summer 2025
Databases - Unit 6 Lecture - MySQL Subqueries - In, Exists, Any, All, & PHPMyAsmin - Summer 2025
Intro to ML - Unit 6 Lecture - Modeling - Supervised Learning Part 2 - Summer 2025
Databases - Unit 5 Lecture & Exercises - MySQL Group By, Having, & Functions - Summer 2025
Databases - Unit 4 Exercises Part 2 - MySQL Create, Insert, Update, Delete, PK, FK - Summer 2025
Intro to ML - Unit 5 Lecture - Modeling - Supervised Learning Part 1 - Summer 2025
Databases - Unit 4 Exercises Part 1 - MySQL Create, Insert, Update, Delete, PK, FK - Summer 2025
Databases - Unit 4 Lecture - MySQL Create, Insert, Update, Delete, - Summer 2025
Databases - Unit 3 Exercises Part 2 - MySQL Aliases, Inner Joins, etc - Summer 2025
Intro to ML - Unit 4 Lecture - No-code Tool for Data Exploration - Tableau Desktop - Summer 2025
Intro to ML - Unit 3 Python Exercises - Visualizations with libraries w/large data set - Summer 2025
Databases - Unit 3 Exercises Part 1 - MySQL Aliases, Inner Joins, etc - Summer 2025
Databases - Unit 3 Lecture/Demo - MySQL Aliases, Inner Joins, etc - Summer 2025
Databases - Unit 2 Exercises Part 2 - MySQL Basics (Select, where, from, order by) - Summer 2025
Intro to ML - Unit 3 Lecture - AI Tools Part 2 - Linear Algebra & Dimension Reduction - Summer 2025
Intro to ML - Unit 2 Python Exercises - Loading data into a data frame and visualizing - Summer 2025
Databases - Unit 2 Exercises Part 1 - MySQL Basics (Select, where, from, order by) - Summer 2025
Databases - Unit 2 Lecture/Demo - MySQL Basics (Select, where, from, order by, etc) - Summer 2025
Intro to ML - Unit 2 Lecture/Demo - AI Tools - Python Review & Important Math Concepts - Summer 2025
Databases - Unit 1 Lecture/Demo Part 2 - Db Fundamentals & MySQL Workbench Intro - Summer 2025
Databases - Unit 1 Lecture/Demo Part 1 - MySQL Server & Workbench Install - Summer 2025
Intro to ML - Unit 1 Lecture/Demo - Machine Learning, Deep Learning, and Gen AI - Summer 2025
Intro to AI - Unit 16 Lecture/Demo - Future Possibilities of AI - Spring 2025
Intro to AI - Unit 15 Lecture/Demo - AI Project 3 (Computer Vision) - Spring 2025
Data Analytics 1 - Unit 11 Python Data Analytics using SciPy/MatPlotLib/Pyplot - Spring 2025
Intro to AI - Unit 14 - AI Project 2 - Natural Language Processing (NLP) Lecture/Demo - Spring 2025
Data Analytics 1 - Unit 11 Python for Data Analytics - stats, plotting, harvest data - Spring 2025