2024 Blog Articles
- January 25th 2024 - Building Natural Language User Interfaces over Analytics Applications
- January 19th 2024 - The Evolution of Retrieval Augmented Generation
2023 Blog Articles
- July 25th, 2023 - Using Local LLM Models and LangChain to Evaluate Reasoning Ability of LLMs
- DBT Hello World [Series]
- March 28th, 2023 - Part 3: Epilogue / What is DBT?
- March 23rd, 2023 - Part 2: Building Our First DBT Pipeline for Patient History Data Summarization
- March 21st, 2023 - Part 1: Setting up a Local Data Stack with DBT and DuckDB
- February 15th, 2023 - Snowflake Python UDF AutoML Predictions with Amazon AutoGluon
2022 Blog Articles
- Credit Card Fraud Detection [Series]
- June TBD, 2022 - Part 5: Deploying the Model as a Streamlit Application
- June TBD, 2022 - Part 4: Grid Search Model Selection with Amazon SageMaker Studio Lab and Shap Hypertune
- June TBD, 2022 - Part 3: Connecting Amazon SageMaker Studio Lab to Snowflake
- June 28th, 2022 - Part 2: Scalable Feature Engineering with Snowpark
- June 16th, 2022 - Part 1: Loading the Credit Card Transaction Data Into Snowflake
- Applied Predictive Maintenance [Series]
- May 24th, 2022 - Applied Predictive Maintenance Part 6: Going to Production with Snowpark
- Apr 15th, 2022 - Applied Predictive Maintenance Part 5: Analyzing the Results
- Mar 9th, 2022 - Applied Predictive Maintenance Part 4: Machine Learning Workflows with Sci-Kit Learn to Build Predictive Maintenance Models
- Feb 22nd, 2022 - Applied Predictive Maintenance Part 3: Exploratory Data Analysis
- Jan 26th, 2022 - Applied Predictive Maintenance Part 2: Sensor Data Ingest, Storage, and Analysis with Snowflake
- Jan 12th, 2022 - Applied Predictive Maintenance Part 1: Making the Business Case for Predictive Maintenance
2021 Blog Articles
- Jan 28th, 2021 - An Introduction to Pandas: Coffee Analysis
- Feb 24th, 2021 - Forecasting Your AWS GPU Cloud Spend for Deep Learning
- Mar 3rd, 2021 - Ray: Distributed Python for Data Science and Other Applications
- Apr 20th, 2021 - An Introduction to NVIDIA's Multi-Instance GPUs Under Kubernetes
- May 25th, 2021 - A Cloud GPU Value Model for NVIDIA Multi-Instance GPUs (MIG)
- May 27th, 2021 - Applied Machine Learning Quarterly (Q2 2021)
- Sept 25th, 2021 - GANs for Unsupervised Anomaly Detection in Manufacturing
2020 Blog Articles
- Feb 10th, 2020 - 2020 Trends: Data Markets and the Value of Data
- Apr 6th, 2020 - Analysis of April 2020 Covid-19 Impact vs Hospital Resources (v1.3) for Hamilton County, TN
- Apr 22nd, 2020 - Analyzing Covid-19 Shelter-In-Place Effects for Tennessee and Hamilton County
- Apr 27th, 2020 - An Adaptive Economic Model for Pandemics
- May 9th, 2020 - Applied Machine Learning Quarterly (May / Q2 2020) - Tools and Infrastructure
- July 22nd, 2020 - Deploying a HuggingFace NLP Model with KFServing
2019 Blog Articles
- Jan 9th, 2019 - 2019 Trends: Kubernetes and Container Orchestration
- Jan 10th, 2019 - Tutorial: Setting Up Kafka on Amazon Web Services
- Jan 14th, 2019 - 2019 Trends: 2019 Trends - Kubeflow and Machine Learning Infrastructure
- Jan 21st, 2019 - Tutorial: Effects of Batch Size, Acknowledgments, and Compression on Kafka Throughput
- Feb 25th, 2019 - Tutorial: Setting Up Kubeflow 3.5 on Google Kubernetes Engine
- Feb 27th, 2019 - 2019 Trends: Interview on the Machine Learning and Artificial Intelligence Market
- Mar 5th, 2019 - Running Distributed TensorFlow Jobs on Kubeflow 3.5
- April 19th, 2019 - Using The TensorFlow Estimator Design Pattern
- May 20th, 2019 - A Practical Guide for Data Scientists Using GPUs with TensorFlow
- August 27th, 2019 - Announcing The CUIP 2019 Smart City Data Challenge
- Oct 23rd, 2019 - Building the Next-Generation Retail Experience with Computer Vision and Apache Kafka - Part 1 of 4
- Oct 31st, 2019 - Building the Next-Generation Retail Experience with Computer Vision and Apache Kafka - Part 2 of 4
- Nov 5th, 2019 - Building the Next-Generation Retail Experience with Computer Vision and Apache Kafka - Part 3 of 4
- Jan 7th, 2020 - Building the Next-Generation Retail Experience with Computer Vision and Apache Kafka - Part 4 of 4
2018 Blog Articles
- May 25th, 2018 - Rail, Aquariums, and Data: Part 1
- May 25th, 2018 - Rail, Aquariums, and Data: Part 2
- May 25th, 2018 - Rail, Aquariums, and Data: Part 3
- May 25th, 2018 - Rail, Aquariums, and Data: Part 4
- May 25th, 2018 - Rail, Aquariums, and Data: Part 5
- July 16th, 2018 - Notes on Using Apache Avro with Apache Kafka
- July 26th, 2018 - Real-Time Sensor Data Processing with the Kafka Streaming API