Generative AI models for coding companions are mostly trained on publicly available source code and natural language text. While the large size of the training corpus enables the models to generate code for commonly used functionality, these models are unaware of code in private repositories and the associated coding styles that are enforced when developing…
Day: November 9, 2023
Steady the Course: Navigating the Evaluation of LLM-based Applications
Why evaluating LLM apps matters and how to get started A pirate with a hurt knee asks his LLM-based first aid assistant for advice. Image generated by the author with DALL·E 3. Introduction Large Language Models (LLMs) are all the hype, and lots of people are incorporating them into their applications. Chatbots that answer questions over relational…
Cisco and Rockwell strengthen OT/ICS security with visibility for converged plantwide ethernet (CPwE)
The turtle, protected by its hard shell, is a good metaphor for the security model used in most industrial networks. The industrial DMZ (iDMZ) is the shell that protects the soft, vulnerable… Read more on Cisco Blogs Cisco Blogs
OpenAI Data Partnerships
Working together to create open-source and private datasets for AI training. OpenAI Blog
Promote pipelines in a multi-environment setup using Amazon SageMaker Model Registry, HashiCorp Terraform, GitHub, and Jenkins CI/CD
Building out a machine learning operations (MLOps) platform in the rapidly evolving landscape of artificial intelligence (AI) and machine learning (ML) for organizations is essential for seamlessly bridging the gap between data science experimentation and deployment while meeting the requirements around model performance, security, and compliance. In order to fulfill regulatory and compliance requirements, the…
5 Step Blueprint to Your Next Data Science Problem
Ever sat there and thought about what steps you need to take to tackle your data science problem? KDnuggets
Using Polars Plugins for a 14x Speed Boost with Rust
Achieving high speed outside the native Polars library Generated by DALL-E 3 Introduction Polars is taking the world by storm thanks to it’s speed, memory efficiency, and beautiful API. If you want to know how powerful it is, look no further than the DuckDB Benchmarks. And these aren’t even using the most recent version of Polars. For all…
Overcoming leakage on error-corrected quantum processors
Posted by Kevin Miao and Matt McEwen, Research Scientists, Quantum AI Team The qubits that make up Google quantum devices are delicate and noisy, so it’s necessary to incorporate error correction procedures that identify and account for qubit errors on the way to building a useful quantum computer. Two of the most prevalent error mechanisms…
AI + No-Code: The Viral Combo Redefining Developer Innovation
Time is the one thing developers can never get back. The author, discusses the value of low code/no code platforms backed by AI in promoting faster development times and increased business agility. KDnuggets
Take the Next Step to Expand Your Data Science Skill Set
From effective storytelling to strategic career-planning, the skills you need in order to progress in your data science career are varied and increasingly interdisciplinary. Unlike, say, stats or programming, these are also areas where structured educational environments, like degree programs or bootcamps, can only get you so far. Fortunately, TDS authors come from an incredibly diverse…