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Machine learning and data science episodes of Software Engineering Daily.
Anaconda is a popular platform for data science, machine learning, and AI. It provides trusted repositories of Python and R packages and has...
Java is one of the most widely used programming languages, and a key contributor to its success is VMware Tanzu’s Spring, the most common fr...
Vercel provides a cloud platform to rapidly deploy web projects, and they develop the highly successful Next.js framework. The company recen...
Algolia is a platform that provides search as a service. The company was founded in 2012, was part of Y Combinator’s Winter 2014 class...
Jodie Burchell is the Data Science Developer Advocate at JetBrains, which makes integrated development environments or, IDEs, for many major...
This episode of Software Engineering Daily is part of our on-site coverage of AWS re:Invent 2023, which took place from November 27th throug...
An embedding is a concept in machine learning that refers to a particular representation of text, images, audio, or other information. Embed...
Vespa is a fully featured search engine and vector database, and it has integrated ML model inference. The project open sourced in 2017, and...
GitHub Copilot is an AI tool developed by GitHub and OpenAI to assist software developers by autocompleting code. Copilot kicked off a revol...
On a recent trip to my hometown in Eastern Canada, my father picked me up at the airport. One of the first things he asked me was, “Is AI go...
Machine learning model research requires running expensive, long-running experiments where even a slight mis-calibration can cost millions o...
From the widely recognized GDPR in Europe to Brazil’s LGPD regulations, and the more recent introduction of India’s DPDP law, ov...
Hugging Face was founded in 2016 and has grown to become one of the most prominent ML platforms. It’s commonly used to develop and dissemina...
In any given week, if you search the news for “data breach”, you’ll see headlines like the ones below. Companies like MGM and Caesars spend...
As Large Language Models (LLMs) and generative AI continue to grow more sophisticated and available, many organizations are starting to buil...
Cloud-based software development platforms such as GitHub Codespaces continue to grow in popularity. These platforms are attractive to enter...
Knowledge graphs are an intuitive way to define relationships between objects, events, situations, and concepts. Their ability to encode thi...
Data residency requirements, which govern where sensitive data can be stored or processed in the cloud (or in an on-prem server) are a commo...
Speech technology has been around for a long time, but in the last 12 months it’s undergone a quantum leap. New speech synthesis models are...
If you’re a developer, there’s a good chance you’ve experimented with coding assistants like GitHub Copilot. Many develope...
When StackOverflow launched in 2008 it lowered the barrier to writing complex software. It solved the longstanding problem of accessing accu...
AI-assisted software delivery refers to the utilization of artificial intelligence to assist, enhance, or automate various phases of the sof...
Generative pre-trained transformer models, or GPT models, have countless applications and are being rapidly deployed across a wide range of...
There are many types of early stage funding available from friends and family to seed to series A. Some firms invest across a wide set of te...
ChatGPT is an artificial intelligence language model developed by OpenAI. It is part of the GPT (Generative Pre-trained Transformer) family...
Today, we spoke with Daniel Situnayake of Edge Impulse. We discussed AI, machine learning, edge devices, TinyML and AI tool chain.   &#...
The default configuration in most databases is meant for broad compatibility rather than performance. Database tuning is a process in which...
Originally published on January 1, 2022. Charlie Gerard is an incredibly productive developer. In addition to being the author of Practical...
At Lyft, Ketan Umare worked on Flyte, an orchestration system for machine learning. Flyte provides reliability and APIs for machine learning...
Historically, search engines made money by showing sponsored ads alongside organic results. As the idiom goes, if you’re not paying for some...
Charlie Gerard is an incredibly productive developer. In addition to being the author of Practical Machine Learning in JavaScript, her websi...
Once a machine learning model is trained and validated, it often feels like a major milestone has been achieved. In reality, it’s more like...
Machine learning models must first be trained. That training results in a model which must be serialized or packaged up in some way as a dep...
Imagine a world where you own some sort of building whether that’s a grocery store, a restaurant, a factory… and you want to know how...
The dream of machines with artificial general intelligence is entirely plausible in the future, yet well beyond the reach of today’s cutting...
Interest in autonomous vehicles dates back to the 1920s. It wasn’t until the 1980s that the first truly autonomous vehicle prototypes began...
Governments, consumers, and companies across the world are becoming more aware and attentive to the risks and causes of climate change. From...
Mark Saroufim is the author of an article entitled “Machine Learning: The Great Stagnation”. Mark is a PyTorch Partner Engineer with Faceboo...
Arun Kumar is an Assistant Professor in the Department of Computer Science and Engineering and the Halicioglu Data Science Institute at the...
Application Programming Interfaces (APIs) are interfaces that enable multiple software applications to send and retrieve data from one anoth...
Natural Language Processing (NLP) is a branch of artificial intelligence concerned with giving computers the ability to understand text and...
Using artificial intelligence and machine learning in a product or database is traditionally difficult because it involves a lot of manual s...
Creation Labs is helping bring Europe 1 step closer to fully autonomous long haul trucking. They have developed an AI Driver Assistance Syst...
Vectors are the foundational mathematical building blocks of Machine Learning. Machine Learning models must transform input data into vector...
The incredible advances in machine learning research in recent years often take time to propagate out into usage in the field. One reason fo...
Embedded Software Engineering is the practice of building software that controls embedded systems- that is, machines or devices other than s...
Reinforcement learning is a paradigm in machine learning that uses incentives- or “reinforcement”- to drive learning. The learner is concept...
Companies can have a negative impact on the environment by outputting excess carbon. Many companies want to reduce their net carbon impact t...
TensorFlow Lite is an open source deep learning framework for on-device inference. TensorFlow Lite was designed to improve the viability of...
Originally published July 30, 2019 “Internet of Things” is a term used to describe the increasing connectivity and intelligence of physical...