20:02Benchmark LLMs with Ollama Python Library
A 20-minute video from APMonitor.com: “Benchmark LLMs with Ollama Python Library”.
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20:02
18:47Biomechanic Regression
A 19-minute video from APMonitor.com: “Biomechanic Regression”.
54:12Classification and Regression: Concrete Strength
A 54-minute video from APMonitor.com: “Classification and Regression: Concrete Strength”.
9:24Collect Automotive Data
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40:34Convolutional Neural Network Image Classification
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53:15Data Analytics in Oil and Gas
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14:53Data Cleansing
A 15-minute video from APMonitor.com: “Data Cleansing”.
36:52Data Engineering Summary Statistics
A 37-minute video from APMonitor.com: “Data Engineering Summary Statistics”.
47:26Data Science for Energy Applications
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15:21Data Science 🐍 Classification
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15:11Data Science 🐍 Differential Equations
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24:13Data Science 🐍 Features
A 24-minute video from APMonitor.com: “Data Science 🐍 Features”.
27:09Data Science 🐍 Graphical Analysis
A 27-minute video from APMonitor.com: “Data Science 🐍 Graphical Analysis”.
19:23Data Science 🐍 Import / Export
A 19-minute video from APMonitor.com: “Data Science 🐍 Import / Export”.
20:23Data Science 🐍 Interpolation
A 20-minute video from APMonitor.com: “Data Science 🐍 Interpolation”.
21:52Data Science 🐍 Prepare Data
A 22-minute video from APMonitor.com: “Data Science 🐍 Prepare Data”.
32:19Data Science 🐍 Regression
A 32-minute video from APMonitor.com: “Data Science 🐍 Regression”.
35:25Data Science 🐍 Solve Equations
A 35-minute video from APMonitor.com: “Data Science 🐍 Solve Equations”.
12:06Data Science 🐍 Statistical Analysis
A 12-minute video from APMonitor.com: “Data Science 🐍 Statistical Analysis”.
12:01Data Science 🐍 Time Series
A 12-minute video from APMonitor.com: “Data Science 🐍 Time Series”.
32:00Data Visualization in Python
A 32-minute video from APMonitor.com: “Data Visualization in Python”.
28:50Deep Learning Soil Classification
A 29-minute video from APMonitor.com: “Deep Learning Soil Classification”.
23:23Deploy Python ML Apps
A 23-minute video from APMonitor.com: “Deploy Python ML Apps”.
30:07Detect Steel Plate Defects with ML
A 30-minute video from APMonitor.com: “Detect Steel Plate Defects with ML”.
32:44Generative AI for PSE
A 33-minute video from APMonitor.com: “Generative AI for PSE”.
16:48Hyper-Parameter Optimization
A 17-minute video from APMonitor.com: “Hyper-Parameter Optimization”.
37:58Imbalanced Data Classification
A 38-minute video from APMonitor.com: “Imbalanced Data Classification”.
8:18Install Python 3.8 on Windows
A 8-minute video from APMonitor.com: “Install Python 3.8 on Windows”.
29:28Install Python Packages for Machine Learning
A 29-minute video from APMonitor.com: “Install Python Packages for Machine Learning”.
12:16LSTM Replaces MIMO MPC
A 12-minute video from APMonitor.com: “LSTM Replaces MIMO MPC”.
29:52LSTM Replaces PID Control
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16:43LSTM Replaces SISO MPC
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12:37Local RAG LLM with Ollama
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36:10Logistic Regression from Scratch
A 36-minute video from APMonitor.com: “Logistic Regression from Scratch”.
35:23ML Classification: Sonar Detects Metal Pipe
A 35-minute video from APMonitor.com: “ML Classification: Sonar Detects Metal Pipe”.
16:08ML Draw Classification
A 16-minute video from APMonitor.com: “ML Draw Classification”.