Udemy - Biomechanics Data in Python and AI

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Introduction
• 1 - Introduction - 1-Intro.mp4 (352.2 MB)
• 1 - Introduction.mp4 (45.8 MB)
• 2 - Introduction to Motion Capture & C3D File Analysis & Google Colab.mp4 (42.0 MB)
• 3 - Reading and Plotting Ground Reaction Forces from C3D Files in Google Colab - Python code (Colab notebook).url (0.1 KB)
• 3 - Reading and Plotting Ground Reaction Forces from C3D Files in Google Colab.mp4 (45.7 MB)
• 3 -Python code (Colab notebook).url (0.1 KB)
• 4 - Working with C3D Motion Capture Files Free Tools & Datasets.mp4 (78.0 MB)
• 5 - Biomechanics Framework Made Simple Analyze Movement Using PythonColab.mp4 (22.0 MB)
• 6 - Learn Python with the help of AI in this quick and practical session.mp4 (52.3 MB)
• 7 - Introduction & Overview Motion Capture Data Analysis with Python in Colab.mp4 (19.9 MB)
2 - Input
• 1 - Motion Data Input Using Pandas – Basics.mp4 (33.4 MB)
• 2 - Working with C3D Motion Capture Files in Google Colab Meta Data.mp4 (39.7 MB)
• 3 - Learn How to Read & Work With Motion Capture Data (C3D, TRC, CSV) in Python!.mp4 (44.9 MB)
• 4 - Reading C3D and TRC Motion Capture Files in Google Colab using Python and Gemini.mp4 (50.6 MB)
• 5 - Understanding C3D File Structure and Reading Data with Python.mp4 (55.4 MB)
3 - Parsing
• 1 - Parsing Data.mp4 (21.9 MB)
• 2 - Chapter Transition – Short Course Section.mp4 (12.3 MB)
• 3 - Understanding Dictionaries in Python for Biomechanics Data Parsing.mp4 (46.3 MB)
• 4 - Parsing and Time Vector Creation in C3D Motion Capture Data (Python Tutorial).mp4 (49.9 MB)
• 5 - Parsing and Processing C3D Markers, Force Plates, Filtering, and Normalization.mp4 (61.8 MB)
• 6 - Parsing C3D Files in Python – Biomechanics Data Tutorial and Quiz.mp4 (68.3 MB)
4 - Analyze
• 1 - Introduction From Parsing to Analysis in Python Gait Events, Metrics.mp4 (20.0 MB)
• 2 - Understanding and Processing Biomechanics Data with Python Analysis.mp4 (76.9 MB)
• 3 - From Force Plate to Foot Contact Heel-Strike and Toe-Off from GRF Data.mp4 (87.5 MB)
• 4 - Step 2 – Key Gait Metrics from Force Plate Data (Peak GRF, Cadence & Symmetry).mp4 (35.2 MB)
• 5 - Gait Step & Stance Segmentation Across Force Plates.mp4 (56.1 MB)
• 6 - Step 4 – Low-Pass Filtering of Force and Marker Data.mp4 (57.7 MB)
• 7 - Summary C3D to Analysis-Ready Data Forces, COP & Markers in One Go.mp4 (54.8 MB)
5 - Visualize
• 1 - Visualizing Biomechanics Data Introduction.mp4 (41.9 MB)
• 2 - C3D Data Visualization & Gait Cycle Detection in Python (Full Walkthrough).mp4 (188.7 MB)
• 3 - Visualize Where Science Meets Art.mp4 (62.7 MB)
6 - Export-Report
• 1 - Introduction to Exporting and Reporting Findings.mp4 (37.0 MB)
• 2 - Biomech Research Template Analyze, Visualize and Report in Colab.mp4 (72.2 MB)
• 3 - Summary and Final Report in Biomechanics Data Generation and Analysis.mp4 (65.5 MB)
7 - From MoCap Data to NeuroMSK Models to Machine Learning
• 1 - Introduction to MSK modeling in Biomechanics.mp4 (37.7 MB)
• 2 - Simple MSK Simulation in Colab.mp4 (127.9 MB)
• 3 - Hypothesis-Driven Machine Learning Workflow.mp4 (36.0 MB)
• 4 - Mini Demo Hypothesis-Driven GRF from Heel Height.mp4 (98.9 MB)
• Bonus Resources.txt (0.1 KB)