Data-Driven Engineering

Course on GitHub

• Overview
• Schedule

Python

• Overview
• Install Python
• Install Packages
• 1️⃣ Basics
• 2️⃣ Tuple
• 3️⃣ List
• 4️⃣ Set
• 5️⃣ Dictionary
• 6️⃣ NumPy
• 7️⃣ Pandas

Access

• Overview
• 1️⃣ Text 🗒
• 2️⃣ Audio 🔊
• 3️⃣ Video 🎥
• 4️⃣ Database 🗃
• 5️⃣ Sensors 💻
• 6️⃣ Cloud ⛅
• 7️⃣ Web Scraping 🌐

Transfer

• Overview
• 1️⃣ MODBUS
• 2️⃣ MQTT
• 3️⃣ OPC UA
• 4️⃣ WebSocket

Electrical

• Overview?
• 1️⃣ Circuits ⚡
• 2️⃣ Actuators ⚙️
• 3️⃣ Motors 🌀
• 4️⃣ Power Systems 🏭
• 5️⃣ Energy Storage 🔋?
• 6️⃣ Electrical Safety 🚨?

Series

• 1️⃣ Pandas
• 2️⃣ Time-Series Image
• 3️⃣ ARX Model
• 4️⃣ State Space
• 5️⃣ Transformers

Data Engineering

• Overview
• 1️⃣ Gather Data
• 2️⃣ Statistics
• 3️⃣ Visualize
• 4️⃣ Cleanse
• 5️⃣ Features
• 6️⃣ Balance
• 7️⃣ Scale
• 8️⃣ Split
• 9️⃣ Deploy
• 🔟 Apps

Applications

Related Courses

• 🎓 Begin Python
• 🎓 Begin Matlab
• 🎓 Begin Java
• 🎓 Engineering Computing
• 🎓 Data Science
• 🎓 Machine Learning
• 🎓 Control (MATLAB)
• 🎓 Control (Python)
• 🎓 Optimization
• 🎓 Dynamic Optimization

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