Oct 17, 2024 AWS Certified Machine Learning-Specialty (MLS-C01) 
• credential verification, Credly badge,【Exam prep notes】
Sep 26, 2024 Udemy, AWS Certified Machine Learning Specialty (MLS-C01) 2024 - Hands On! 
Sep 10, 2024 AWS Certified Data Engineer-Associate (DEA-C01)
• credential verification, Credly badge,【Exam prep notes】
Aug 21, 2024 Udemy, AWS Certified Data Engineer-Associate (DEA-C01) Exam Prep Enhanced Course
Aug 13, 2024 Udemy course, AWS Certified Data Engineer Associate (DEA-C01) 2024 - Hands On! 
Apr 11, 2024 Deep Reinforcement Learning, DDPG solving Unity Reacher-v2 
Feb 14, 2024 Deep Reinforcement Learning: Deep Q-Network
•【notebooks】, course content (Double DQN, Dueling DQN)
• Unity ML-Agents environment 'Banana Collector'
Jan 01, 2024 Deep Reinforcement Learning: Temporal Difference
•【notebook】, course content (Sarsa, SarsaMax/Q-Learning, Expected Sarsa)
• Python library OpenAI Gym, environment 'CliffWalking-v0'
Dec 28, 2023 Deep Reinforcement Learning: Monte Carlo control
•【notebook】, course content
• Python library OpenAI Gym, environment 'Blackjack-v0'
Dec 23, 2023 Deep Reinforcement Learning: Dynamic Programming
•【notebook】, course content
• Python library OpenAI Gym, FrozenLakeEnv()
Dec 14, 2023 Building and Evaluating Advanced RAG, a short course by DeepLearning.AI【notebooks】
• Python libraries llama-index (RAG), trulens-eval, openai
Dec 06, 2023 Vector Databases: from Embeddings to Applications, a short course by DeepLearning.AI【notebooks】
• Python library weaviate, openai
Sep 21, 2023 Kaggle competition, Feedback Prize - English Language Learning【my repo】
• This is also the capstone project for my Udaicty Machine Learning Nanodegree【my certificate】
Sep 11, 2023 fine-tuning DeBERTa-v3-base with library Accelerate【my notebook】
• deberta-v3-base (frozen) + mean pooling with attention mask + 2 fully-connected layers
• comparison of saving and loading model methods
Sep 08, 2023 HuggingFace, loading models【my notebook】
Aug 20, 2023 Python library sklego.meta【notebook】
Aug 02, 2023 Generative AI with Large Language Models, by Deeplearning.AI and AWS on Coursera
•【my notes and code】, my certificate
Jun 15, 2023 Python library Gradio【my notebook】
Jun 12, 2023 Bypass the MusicGen 30-second limit【my notebook】
Jun 09, 2023 Testing MusicGen Demo【my notebook】
May 20, 2023【my notebook】, my notes
• interactive graph visualization with the Python library Pyvis
• use the Floyd-Warshall algorithm to find All-Paris Shortest Paths
May 08, 2023 Testing SimSwap (DeepFake)
• 1:N (one face as mask, multiple faces as target)【my notebooks】
• N:N (multiple mask, multiple targets)【my notebooks】
May 05, 2023 ChatGPT Prompt Engineering for Developers by DeepLearning.AI【notebooks】
Mar 13, 2023 ChatGPT generating Python code to draw national flags【my notebooks】
...
Apr 10, 2020 Udacity, Deep Learning Computer Vision Nanodegree 【my certificate】
...
Nov 19, 2018 ~ Jan 09, 2019 deep learning
• PyTorch Scholarship Challenge, by Udacity and Facebook
•【my repo】, my badge 
Oct 2018 ~ Apr 26, 2019 Data Science Specialization, by Johns Hopkins University and Coursera
• 10 courses, Approximately 7 months at 10 hours a week to complete
•【my repo】,【my certificate】
...
Jul 13, 2023 openSAP course
• Using the Optimizer for SQLScript Programming in SAP HANA (hanasql2), my badge
May 10 ~ Jun 07, 2023
• SAP Developer Code Challenge – Open Source ABAP, my badge 
【my repos】"Hello, world!", ABAP2UI5, ABAP Mustache, ABAP text adventure game
Oct 1~31, 2022 SAP Octoberfest 2022 Winner 
...
2008-2024 SAP Community, all badges
Nov 08, 2023 Python, completed all 5 levels of Google Foobar code challenge, 9 problems in total【my notebook】
Sep 07, 2023 Github Actions, use it to create a workflow that uploads a repo as a dataset to Kaggle
Sep 02, 2023 Python, Rodrigo's click counter【my notebook】
Sep 01, 2023 Python, abstract vs. interface classes, library ABC or typing.Protocol?【my notebook】
Jul 07, 2023 Python,【my notebook】
• use LaTex to create number music tabs
• how to calculate midi music duration in seconds
Jul 06, 2023 tried out the notebook created by charbilalo@gmail.com
• use the Python library music21 to create Woogie Boogie music
Jun 18, 2023 Python, method functools.reduce()【my notebook】
Jun 12, 2023 Python, use the library Pydub to slice, reverse, fade in/out, crossfade... audio files【my notebook】
...
