Standardize timestamps for PyData Global 2021 – GPU Development with Python 101 (Fixes #109)

pydata-global-2021/gpu-development-with-python-101-jacob-tomlinson.md

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+# GPU Development with Python 101 - Jacob Tomlinson | PyData Global 2021
+
+YouTube Link:
+https://www.youtube.com/watch?v=aIFjEK7p9Zw
+
+## Timestamps
+
+00:00:00 - Welcome
+00:00:39 - Jacob Tomlinson
+00:04:40 - Tutorial overview
+00:06:07 - CPU vs GPU Comparison
+00:15:00 - Numba Introduction
+00:22:55 - Numba Hello World
+00:40:18 - Numba Memory management
+00:44:11 - Numba lab + questions from the chat
+00:53:02 - Numba lab solution
+00:56:44 - Gaussian blur with Numba
+01:06:53 - Numba lab 2 + questions from the chat
+01:09:26 - Numba lab 2 solution
+01:11:57 - pyNVML
+01:15:49 - CuPy
+01:18:56 - CUDA Array Interface
+01:21:04 - cuDF
+01:21:21 - cuML
+01:21:55 - Questions

pydata-global-2021/introduction-to-quantum-computing-with-qiskit.md

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+## Introduction to Quantum Computing with Python and Qiskit
+
+YouTube URL: https://www.youtube.com/watch?v=ldX7ssvJx8M
+
+### Chapters
+
+00:06 – Begin of presentation  
+00:38 – Agenda  
+01:09 – Introduction  
+01:45 – What is Quantum Computing?  
+03:27 – Quantum Computing vs Classical Computing  
+06:49 – Real world applications  
+07:15 – Communications  
+08:02 – Cybersecurity  
+09:03 – IBM Quantum  
+10:00 – Composer (UI)  
+10:10 – OpenQASM vs Qiskit  
+11:50 – Start coding with Python in Quantum Lab  
+12:36 – Qiskit  
+13:00 – Quantum coding through Jupyter Notebooks  
+13:25 – First step  
+13:35 – Backend options  
+15:00 – Base circuit  
+15:55 – Visualization  
+16:52 – Results (State Vector vs QASM)  
+23:00 – Next steps