Llama 2 is a family of generative text models that are optimised for assistant-like chat use cases or can be adapted for a variety of natural language generation tasks. Code Llama models are fine-tuned for programming tasks.
LangChain is a modular framework for Python and JavaScript that simplifies the development of applications that are powered by generative AI language models.
Many low-code and no-code development and RPA platforms now include AI capabilities, often using a version of GPT.
Machine learning uses algorithms to turn a data set into a model that can identify patterns or make predictions from new data. Which algorithm works best depends on the problem.
Large language models have captured the news cycle, but there are many other kinds of machine learning and deep learning with many different use cases.
Ballerina was designed to simplify the development of distributed microservices by making it easier to integrate APIs. For C, C++, C#, and Java programmers, much will feel familiar.
Dremio Cloud leaps big data in a single bound with a fast SQL engine and optimisations that can accelerate queries dramatically. Plus it lets you use other engines on the same data.
Come for the fast editing. Stay for the debugging, source code management support, and huge ecosystem of extensions.
PyTorch 1.10 is production ready, with a rich ecosystem of tools and libraries for deep learning, computer vision, natural language processing, and more. Here's how to get started with PyTorch.
Neural architecture search promises to speed up the process of finding neural network architectures that will yield good models for a given dataset.
Human-in-the-loop machine learning takes advantage of human feedback to eliminate errors in training data and improve the accuracy of models.
The public cloud is teeming with the latest and greatest development, devops, and AI tools for building better and smarter applications faster.
Copilot technical preview doesn’t always generate good, correct, or even running code, but it’s still somewhat useful. Future versions could be real time-savers.
Some day machine learning models may be more ‘glass box‘ than black box. Until then, explainability tools and techniques can help us understand how a black box model makes its decisions.
Enterprise data warehouses are comprehensive structured data stores designed for analysis. They often serve as the data sources for BI systems and machine learning.
Innovation Awards is the market-leading awards program for celebrating ecosystem innovation and excellence across the technology sector in Australia.
By Kalyan Madala, CTO, IBM ASEANZK
