AWS Machine Learning Blog

OCTOBER 19, 2023

Amazon Rekognition uses a hierarchical taxonomy to label inappropriate or unwanted content with 10 top-level moderation categories (such as violence, explicit, alcohol, or drugs) and 35 second-level categories. Aakash Deep is a Software Development Engineering Manager based in Seattle.

Computer Vision 107

Computer Vision Auto-complete Artificial Intelligence Artificial Intelligence 107

AWS Machine Learning Blog

OCTOBER 17, 2023

Search is crucial in engaging users because it brings high-intent traffic from individuals seeking specific products or categories. Prashant Mishra is a Software Development Engineer on the Amazon Personalize team. This feature is also available with self-managed OpenSearch. In his spare time, he enjoys reading and traveling.

Software Development 87

Software Development ML Deep Learning Algorithm 87

Becoming Human

FEBRUARY 1, 2023

This can help users understand how AI works and how it is making decisions, and can also help developers to improve and refine language models like myself. This can be useful for tasks such as filtering spam emails or analyzing customer feedback.

Large Language Models 90

Large Language Models OpenAI Machine Learning ChatGPT 90

Pickl AI

SEPTEMBER 12, 2023

Whether you aspire to become a software developer, Data Scientist , cybersecurity expert, or IT manager, the post-BCA landscape offers a multitude of courses designed to shape your expertise and propel you toward success in the ever-evolving field of technology. Frequently Asked Questions What is the list of jobs after BCA?

Data Science 52

Data Science Data Scientist Software Development Machine Learning 52

TheSequence

MARCH 11, 2024

Take lessons from traditional software A large proportion of teams now building great products with LLMs aren't experienced ML practitioners. Conveniently many of the goals and best practices from software development are broadly still relevant when thinking about LLM evals. Unit tests tend to be the hardest to emulate for LLMs.

LLM 52

LLM Categorization Software Development Prompt Engineer 52

Towards AI

AUGUST 25, 2023

Describe the problem, including the category of ML problem. The first step in solving an AI/ML problem is to be able to describe and understand the problem in detail. Overview Here is an overview of my tips for describing an AI/ML problem [1]: Give some description of your background and experience. Describe any models that you have tried.

Software Engineer 86

Software Engineer Data Mining AI AI 86

AWS Machine Learning Blog

MAY 5, 2023

To create this app, they need a high-quality dataset containing clothing images, labeled with different categories. We add a FiftyOne classification label to each sample with the field name article_type, populated by the image’s top-level article category. A retail company is building a mobile app to help customers buy clothes.

Metadata 75

Metadata Computer Vision Machine Learning Data Scientist 75

Dlabs.ai

NOVEMBER 23, 2022

To make sense of it all, we’ve divided them into three categories: courses, tools, and books. Thanks to the platform, users can develop their skills in areas like software development, cyber security, ML, and cloud computing. As always, we’re here to help you. Let’s check them out! AI Courses 1.

Software Development 52

Software Development Artificial Intelligence Artificial Intelligence Machine Learning 52

Dlabs.ai

APRIL 3, 2020

We create comprehensive IT solutions and specialize in custom-built AI software. Our team is made up of a rare combination of data science and software development experts, which means we have the knowledge and experience necessary to grow and optimize your business to the fullest extend. Luckily, DLabs.AI is here to help.

Software Development 52

Software Development Data Science AI AI 52

AWS Machine Learning Blog

OCTOBER 18, 2023

It is already trained on tens of millions of images across many categories. Instead of thousands of images, you can upload a small set of training images (typically a few hundred images or less per category) that are specific to your use case. AWS CodeBuild is a fully managed continuous integration service in the cloud.

Auto-complete 94

Auto-complete Auto-classification Automation ML 94

AWS Machine Learning Blog

APRIL 8, 2024

However, in many situations, you may need to retrieve documents created in a defined period or tagged with certain categories. Intelligent search for software developers – This allows developers to look for information of a specific release.

Metadata 103

Metadata Generative AI Software Development Data Scientist 103

Snorkel AI

AUGUST 16, 2023

The vast majority of AI systems fall under the category of discriminative AI. A GitHub study found that 92% of surveyed software developers in the U.S. used AI tools to develop code faster, and 70% said it gave them an advantage in their jobs. What is generative AI? Faster coding. Quick prototyping and correction.

Generative AI 52

Generative AI Neural Network AI AI 52

Snorkel AI

AUGUST 16, 2023

The vast majority of AI systems fall under the category of discriminative AI. A GitHub study found that 92% of surveyed software developers in the U.S. used AI tools to develop code faster, and 70% said it gave them an advantage in their jobs. What is generative AI? Faster coding. Quick prototyping and correction.

Generative AI 52

Generative AI Neural Network AI AI 52

AWS Machine Learning Blog

SEPTEMBER 7, 2023

This process requires breaking down data into three categories: 1) measurements available from the physical system, 2) the set of actions that can be taken upon the system, and 3) a numerical metric (reward) of equipment performance. Store these objects in Amazon S3.

Natural Language Processing 93

Natural Language Processing Machine Learning Algorithm Automation 93

Topbots

MARCH 18, 2024

Top Use Cases Across Different Categories Custom GPTs are specifically crafted to serve a wide range of purposes, from generating content to conducting intricate analyses. Visuals The visual category of custom GPT applications brings a new dimension to creativity and design.

AI Tools 52

AI Tools Artificial Intelligence Artificial Intelligence Prompt Engineer 52

O'Reilly Media

AUGUST 8, 2023

That makes sense; although it’s still early, Langchain looks like it will be the cornerstone of LLM-based software development. It’s a widely used platform for building applications that generate queries programmatically and that connects LLMs with each other, with databases, and with other software.

ChatGPT 72

ChatGPT Large Language Models Machine Learning LLM 72

Marktechpost

JULY 4, 2023

Copy ai, Copysmith, Contenda, Cohere, and Jasper ai are some of the startups developing apps in this field; their tools make writing blog posts, sales content, digital advertisements, and website copy easier quickly. Classification Classifying text into predetermined categories is an example of supervised learning.

Large Language Models 104

Large Language Models BERT Natural Language Processing Categorization 104

Mlearning.ai

DECEMBER 21, 2023

Design patterns in software engineering are typical solutions to common problems in software design. They represent best practices, evolved over time, and are a toolkit for software developers to solve common problems efficiently. class Singleton: _instance = None def __new__(cls): if cls.

Software Engineer 52

Software Engineer Software Development DevOps Algorithm 52

AWS Machine Learning Blog

JANUARY 26, 2024

Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications.

Generative AI 122

Generative AI LLM ML AI 122

AWS Machine Learning Blog

DECEMBER 4, 2023

In this post, we explain how we built an end-to-end product category prediction pipeline to help commercial teams by using Amazon SageMaker and AWS Batch , reducing model training duration by 90%. An effective solution to this problem is the prediction of product categories. Our results speak volumes about our approach’s effectiveness.

BERT 94

BERT Auto-complete Data Scientist Machine Learning 94

Unite.AI

APRIL 25, 2024

Starting off with the application layer, this layer is used for developing and deploying application agents like math or travel agents. In the application layer, the AIOS framework provides the AIOS software development kit (AIOS SDK) with a higher abstraction of system calls that simplifies the development process for agent developers.

LLM 200

LLM Large Language Models Software Development BERT 200

Mlearning.ai

FEBRUARY 15, 2024

Even such strategic functions as business development and external relations can partly be performed by technology, though, to a substantially lesser percentage than the previous categories. You may consider cooperating with software development experts for a comprehensive approach and optimized investment.

Robotics 52

Robotics Automation Software Engineer Software Development 52

Mlearning.ai

JULY 17, 2023

As it turns out, at least one of the benefits of hemispheric specialization has already been implemented in a computational model, and results in a notable improvement in processing different categories of data. In Part II, the most recent demonstration of the advantages of dual-sided ANNs based on Goldberg’s work is described.

Neural Network 52

Neural Network Convolutional Neural Networks Machine Learning Data Scientist 52

AI Weekly

APRIL 4, 2024

Powered by global.ntt In the News UK and US sign pact to develop AI safety tests The UK and US have signed a landmark agreement to collaborate on developing rigorous testing for advanced AI systems, representing a major step forward in ensuring their safe deployments. Combing through 35,000 job categories in U.S. thestar.com.my

Neural Network 146

Neural Network Robotics Large Language Models Artificial Intelligence 146

AWS Machine Learning Blog

NOVEMBER 7, 2023

The response from the LLM is stored in DynamoDB along with the user’s query, the timestamp, a unique identifier, and other arbitrary identifiers for the item such as question category.

Large Language Models 93

Large Language Models Generative AI LLM AI 93

AWS Machine Learning Blog

JUNE 7, 2023

Administrative_Duration Numeric Amount of time spent in this category of pages. Informational_Duration Numeric Amount of time spent in this category of pages. ProductRelated_Duration Numeric Amount of time spent in this category of pages. Esha Dutta is a Software Development Engineer at Amazon SageMaker.

ML 67

ML Automation Auto-complete Categorization 67

Mlearning.ai

MAY 16, 2023

You need to calculate the total revenue generated by the company in the previous quarter, broken down by product category. The key is the product category, and the value is the revenue generated by orders in that category.

Explainability 52

Explainability ETL Big Data Machine Learning 52

Applied Data Science

OCTOBER 25, 2021

Become visible Software development platforms originated as tools for the software community to develop and freely share code on the internet. For you, a profile in this kind of platform is important, as it serves as a pointer to all your software projects.

Data Science 52

Data Science Data Scientist Deep Learning Machine Learning 52

Unite.AI

OCTOBER 27, 2023

This concept does not imply that AI systems are actually granted the legal capacity of a natural person but is only an extension of the existing institution of legal entities, which suggests that a new category of legal entities called cybernetic “electronic organisms” should be created.

Artificial Intelligence 182

Artificial Intelligence Artificial Intelligence Robotics Neural Network 182

Unite.AI

JUNE 20, 2023

By observing the tendencies and behavior of developers, we can stop risks that deviate from their normal development patterns. This helps us stop account takeovers, insider threats, and other risks associated with software development. Can you discuss how the platform can identify the nuances of how each developer works?

Automation 263

Automation Software Development Machine Learning 263

O'Reilly Media

OCTOBER 19, 2021

This is both frustrating for companies that would prefer making ML an ordinary, fuss-free value-generating function like software engineering, as well as exciting for vendors who see the opportunity to create buzz around a new category of enterprise software. The new category is often called MLOps. Versioning.

DevOps 138

DevOps Software Engineer Data Scientist ML 138

AWS Machine Learning Blog

MAY 9, 2024

This data spanned several categories, from business processing to configuration to their delivery approach. Coming from a software development and sales engineering background, the possibilities that the cloud can bring to the world excite him. in Software Development and Management from Rochester Institute of Technology.

Insight Engine 113

Insight Engine Generative AI LLM AI 113

AWS Machine Learning Blog

MAY 15, 2023

To improve accuracy, we used category and subcategory metadata, which helped the model understand the relationship between certain products, including complementary and substitutes. For example, for beverages, we provide an additional flag for snacks since the two categories are complementary to each other.

Neural Network 68

Neural Network Convolutional Neural Networks Metadata Data Scientist 68

Mlearning.ai

JUNE 2, 2023

Task like training a Neural network fall under this category. However, if you are working on a software development project that requires a more structured and modular approach, then .py Then there is also Experimental Tasks where the next step is dependent on the previous step and there is no fix flow for the execution of code.

Python 52

Python Neural Network Computer Vision Machine Learning 52

Topbots

SEPTEMBER 11, 2023

AI development is a highly collaborative enterprise. In traditional software development, you work with a relatively clear dichotomy consisting of the backend and the frontend components. Whole categories of products for fun and entertainment exist in the B2C camp, like gaming and Augmented Reality.

AI 59

AI AI UX Design Automation 59

Viso.ai

MARCH 1, 2023

Low-code is a software development technique that promotes faster app deliveries with little to no coding required. Hence, low-code platforms are a collection of software tools that allow the visual development of apps using intuitive modeling with a graphical user interface (GUI). It seems too good to be true, isn’t it?

Computer Vision 52

Computer Vision Software Development AI AI 52

Dlabs.ai

MAY 17, 2021

TensorFlow Blog (Developers) The TensorFlow blog is excellent for any programmer who uses TensorFlow and its comprehensive ecosystem of tools, libraries, and community resources. Each article runs through cutting-edge machine learning solutions, helping developers quickly create and deploy ML-based applications.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence AI Tools Machine Learning 52