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Machine Learning with databot 2.0 and Python
Overview
Machine Learning Introduction (18:46)
Machine Learning Overview (18:37)
Machine Learning Basics (12:51)
ML Example: Titanic Dataset (33:12)
Pandas Introduction (19:49)
Source Code and Software Installation (15:38)
8 Bit Car Example (28:43)
databot Overview (32:23)
Vibration
Vibration Prediction - Part 1 (6:24)
Vibration Prediction - Part 2 (3:53)
Vibration Prediction - Part 3 (4:26)
Vibration Prediction - Part 4 (16:34)
Vibration Prediction - Part 5 (8:35)
Vibration Prediction - Part 6 (8:07)
Vibration Prediction - Part 7 (4:43)
Vibration Prediction - Part 8 (2:10)
Vibration Prediction - Part 9 (3:44)
Vibration Prediction - Part 10 (7:05)
Rotation Prediction
Introduction (3:09)
Project Updates (3:29)
Code Update (4:57)
Environment Setup (4:56)
Data Collection and Visualization (26:25)
Exploratory Data Analysis (14:15)
Data Preparation (7:23)
Model Training (6:18)
Testing the Model (18:59)
Wrap Up (5:25)
databot Dashboard - Bonus Section
Introduction (5:34)
Code Download (4:19)
Examples (11:57)
Dashboard in Action (13:56)
OpenAI databot Chat Assistant - Bonus Section
Section Introduction (3:26)
OpenAI Introduction (8:32)
OpenAI Message Flow (4:05)
Code Download and Setup (8:45)
OpenAI Assistant - Part 1 (16:17)
Open AI Assistant - Part 2 (10:48)
OpenAI Assistant - Part 3 (28:55)
OpenAI Assistant - Part 4 (10:18)
Streamlit Chat Application (19:37)
Machine Learning Introduction
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