Contents
autonomous driving
Self-Supervised Monocular Depth Estimation in Autonomous Driving • Jan 17, 2022
Active Learning, Data Selection, Data Auto-Labeling, and Simulation in Autonomous Driving • Jan 14, 2021
data engineering
MLFlow on GCP for Experiment Tracking • Jun 15, 2022
Data Engineering - Week 4 • Feb 8, 2022
Data Engineering - Week 3 • Jan 30, 2022
Data Engineering - Week 2 • Jan 25, 2022
Data Engineering - Week 1 • Jan 18, 2022
deep learning
Diffusion Models for Image Generation • Aug 1, 2022
Self-Supervised Monocular Depth Estimation in Autonomous Driving • Jan 17, 2022
Active Learning, Data Selection, Data Auto-Labeling, and Simulation in Autonomous Driving • Jan 14, 2021
Model Based Reinforcement Learning (MBRL) • Oct 26, 2020
AlphaGo - Mastering the game of Go with deep neural networks and tree search • Apr 12, 2020
machine learning
Diffusion Models for Image Generation • Aug 1, 2022
Self-Supervised Monocular Depth Estimation in Autonomous Driving • Jan 17, 2022
Active Learning, Data Selection, Data Auto-Labeling, and Simulation in Autonomous Driving • Jan 14, 2021
Model Based Reinforcement Learning (MBRL) • Oct 26, 2020
AlphaGo - Mastering the game of Go with deep neural networks and tree search • Apr 12, 2020
mlops
MLOps project - part 4a: Machine Learning Model Monitoring • Sep 5, 2022
MLOps project - part 3: Machine Learning Model Deployment • Aug 28, 2022
MLOps project - part 2b: Machine Learning Workflow Orchestration using ZenML • Aug 26, 2022
MLOps project - part 2a: Machine Learning Workflow Orchestration using Prefect • Aug 9, 2022
MLOps project- part 1: Machine Learning Experiment Tracking Using MLflow • Aug 9, 2022
MLFlow on GCP for Experiment Tracking • Jun 15, 2022
Data Engineering - Week 4 • Feb 8, 2022
Data Engineering - Week 3 • Jan 30, 2022
Data Engineering - Week 2 • Jan 25, 2022
Data Engineering - Week 1 • Jan 18, 2022
reinforcement learning
Model Based Reinforcement Learning (MBRL) • Oct 26, 2020
RL
Online Reinforcement Learning • Jun 15, 2020