32:37

Databases - Unit 8 Lecture - MySQL Functions - References and Usage - Summer 2025

57:36

Databases - Unit 8 Exercises - MySQL Functions - Summer 2025

01:44:54

Intro to ML - Unit 9 Lecture - Reinforcement Learning Part 1 - Q-Learning - Summer 2025

01:20:29

Intro to ML - Unit 8 Lecture - Unsupervised Learning Part 2 - Matrix Factorization & SVD Summer 2025

32:29

Databases - Unit 7 Exercises - MySQL Data Types, Cast(), If() - Summer 2025

46:51

Databases - Unit 7 Lecture - MySQL Data Types - functions cast() and if() - Summer 2025

12:09

Intro to ML - Unit 7 Exercise - K-Means (and DBScan) Clustering With Python - Summer 2025

18:55

Intro to ML - Unit 6 Exercise - Creating a Decision Tree With Python - Summer 2025

58:43

Intro to ML - Unit 7 Lecture - Modeling Unsupervised Learning Part 1 - K-Means & DBScan Summer 2025

40:25

Databases - Unit 6 Exercises Part 1 - MySQL Subqueries - In, Exists, Any, All - Summer 2025

49:42

Databases - Unit 6 Lecture - MySQL Subqueries - In, Exists, Any, All, & PHPMyAsmin - Summer 2025

01:42:43

Intro to ML - Unit 6 Lecture - Modeling - Supervised Learning Part 2 - Summer 2025

59:44

Databases - Unit 5 Lecture & Exercises - MySQL Group By, Having, & Functions - Summer 2025

24:28

Databases - Unit 4 Exercises Part 2 - MySQL Create, Insert, Update, Delete, PK, FK - Summer 2025

01:42:52

Intro to ML - Unit 5 Lecture - Modeling - Supervised Learning Part 1 - Summer 2025

34:13

Databases - Unit 4 Exercises Part 1 - MySQL Create, Insert, Update, Delete, PK, FK - Summer 2025

39:40

Databases - Unit 4 Lecture - MySQL Create, Insert, Update, Delete, - Summer 2025

22:58

Databases - Unit 3 Exercises Part 2 - MySQL Aliases, Inner Joins, etc - Summer 2025

48:18

Intro to ML - Unit 4 Lecture - No-code Tool for Data Exploration - Tableau Desktop - Summer 2025

58:30

Intro to ML - Unit 3 Python Exercises - Visualizations with libraries w/large data set - Summer 2025

35:56

Databases - Unit 3 Exercises Part 1 - MySQL Aliases, Inner Joins, etc - Summer 2025

29:59

Databases - Unit 3 Lecture/Demo - MySQL Aliases, Inner Joins, etc - Summer 2025

23:29

Databases - Unit 2 Exercises Part 2 - MySQL Basics (Select, where, from, order by) - Summer 2025

57:13

Intro to ML - Unit 3 Lecture - AI Tools Part 2 - Linear Algebra & Dimension Reduction - Summer 2025

32:32

Intro to ML - Unit 2 Python Exercises - Loading data into a data frame and visualizing - Summer 2025

40:34

Databases - Unit 2 Exercises Part 1 - MySQL Basics (Select, where, from, order by) - Summer 2025

01:08:42

Databases - Unit 2 Lecture/Demo - MySQL Basics (Select, where, from, order by, etc) - Summer 2025

01:42:21

Intro to ML - Unit 2 Lecture/Demo - AI Tools - Python Review & Important Math Concepts - Summer 2025

57:12

Databases - Unit 1 Lecture/Demo Part 2 - Db Fundamentals & MySQL Workbench Intro - Summer 2025

32:43

Databases - Unit 1 Lecture/Demo Part 1 - MySQL Server & Workbench Install - Summer 2025

53:16

Intro to ML - Unit 1 Lecture/Demo - Machine Learning, Deep Learning, and Gen AI - Summer 2025

38:43

Intro to AI - Unit 16 Lecture/Demo - Future Possibilities of AI - Spring 2025

58:31

Intro to AI - Unit 15 Lecture/Demo - AI Project 3 (Computer Vision) - Spring 2025

36:38

Data Analytics 1 - Unit 11 Python Data Analytics using SciPy/MatPlotLib/Pyplot - Spring 2025

01:30:57

Intro to AI - Unit 14 - AI Project 2 - Natural Language Processing (NLP) Lecture/Demo - Spring 2025

42:28

Data Analytics 1 - Unit 11 Python for Data Analytics - stats, plotting, harvest data - Spring 2025

31:57

Data Analytics 1 - Unit 10 Python Data Analytics Exercises using MatPlotLib/Pyplot - Spring 2025

27:45

Intro to AI - Unit 15 - AI Project 3 Computer Vision - Train Roboflow to predict - Spring 2025

21:33

Intro to AI - Unit 15 - AI Project 3 Computer Vision - Label images with CVAT - Spring 2025

28:39

Intro to AI - Unit 14 - AI Project 2 NLP - Create an FAQ Chatbot with ChatFuel - Spring 2025

29:49

Intro to AI - Unit 13 - AI Project 1 - Orange for Stats Part 3 - Spring 2025

47:32

Intro to AI - Unit 13 - AI Project 1 - Orange for Statistical Data Part 2 - Spring 2025

32:23

Intro to AI - Unit 13 - AI Project 1 - No-code for Statistical Data Part 1 - Spring 2025

01:41:57

Data Analytics 1 - Unit 10 Python Libraries for Data Analytics - Spring 2025

01:40:26

Intro to AI - Unit 12 Lecture/Demo - Tools to Implement AI (no-code vs coding) - Spring 2025

01:27:36

Data Analytics 1 - Unit 9 Python Basic GUI Exercises - Spring 2025

01:31:03

Intro to AI - Unit 10 Lecture/Demo - Data, Fuel for AI - Spring 2025

44:00

Data Analytics 1 - Unit 8 Python Review Exercises - Part 2 - Spring 2025

55:28

Data Analytics 1 - Unit 8 Python Review Exercises - Part 1 - Spring 2025

01:32:04

Intro to AI - Unit 9 Lecture/Demo - Elements of Deep Learning - Spring 2025

44:49

Data Analytics 1 - Unit 8 Lecture/Demo - Python Review (IDEs, Key Syntax) - Part 1 - Spring 2025

50:04

Data Analytics 1 - Unit 8 Lecture/Demo - Python Review (IDEs, Key Syntax) - Part 2 - Spring 2025

01:27:07

Intro to AI - Unit 8 Lecture/Demo - Elements of Machine Learning - Spring 2025

40:24

Data Analytics 1 - Unit 7 Lecture/Demo - Exploring Data Sources (including exercise) - Spring 2025

42:48

Data Analytics 1 - Unit 6 Excel Solutions Part 2 - bar/pie charts, scatter plots - Spring 2025

28:31

Python Programming - Module 6 Assignment - Coding a Student Report Generator - Spring 2025

01:53:52

Python Programming - Module 6 Lecture/Labs - Working with Files - Spring 2025

38:29

Python Programming - Module 5 Assignment - Coding a Agency Manager - Spring 2025

01:49:57

Intro to AI - Unit 6 Lecture/Demo - AI Project Cycle Part 2 - Spring 2025

27:24

Data Analytics 1 - Unit 6 Excel Exercise Solutions Part 1 - sum, avg, min, max, charts - Spring 2025