ChatGPT Alternatives That Deserve Your Attention
· ☕ 3 min read
Several Large Language Models are emerging: Google Bard/LaMDA, Meta's LLaMA, Amazon's Multimodal-CoT, HuggingFace's Bloom, and open-source ChatLLaMA.
Blog Articles
Who Cares if Big Data Is Dead!
· ☕ 5 min read
What really matters is the quality of the data, the data literacy at the organization, and the motives behind using data analytics.
The Rise of ChatGPT: Separating Hype from Reality
· ☕ 6 min read
ChatGPT is part of OpenAI's GPT-3 family of large language models. It is immensely powerful but can confidently hallucinate too. Here is what ChatGPT can and can't do.
Machine Learning and MLOps Tools on Google Cloud
· ☕ 1 min read
Data and Machine Learning services on Google Cloud Platform (GCP) for end-to-end machine learning product lifecycle.
MLOps: All-in-One Platform vs Piecemeal Tools
· ☕ 2 min read
Should you choose an all-in-one MLOps platform from your cloud provider or cobble together a solution from piecemeal tools?
SQL Renaissance
· ☕ 3 min read
SQL is dead. Long live SQL. Why SQL is thriving even after 48 years. Resources to learn and master SQL.
Which Data Pipeline Orchestration Tool Is Right For You?
· ☕ 6 min read
With diverse data sources, multi-cloud, and data mesh scenarios becoming increasingly common, a misfit data pipeline orchestration tool can multiply your woes.
Chasm of AI Security Between Research and Products
· ☕ 4 min read
AI research continues to amaze us, but are those safe to use in products and services? Concerns about AI aligning with human goals have become real.
What Are Data, Machine Learning, and MLOps Pipelines?
· ☕ 3 min read
Data pipelines transport data to the warehouse/lake. Machine Learning pipelines transform data before training/inference. MLOps pipelines automate ML workflows.
Survey of Machine Learning Lifecycle
· ☕ 15 min read
Survey of data science and machine learning lifecycle from resource-constrained batch data mining era to current MLOps era of CI/CD/CT at the cloud scale.