AWS Machine Learning Blog

APRIL 8, 2025

Additionally, the integration of SageMaker features in iFoods infrastructure automates critical processes, such as generating training datasets, training models, deploying models to production, and continuously monitoring their performance. This integration not only simplifies complex processes but also automates critical tasks.

Machine Learning 98

Machine Learning ML Auto-complete Data Scientist 98

Unite.AI

OCTOBER 9, 2024

These tools leverage advanced algorithms to create personalized, ATS-friendly cover letters in minutes, helping job seekers craft compelling narratives that resonate with employers while saving valuable time and effort. Artificial Intelligence is being integrated throughout the job application process, and cover letters are no exception.

Auto-complete 298

Auto-complete AI AI Algorithm 298

Unite.AI

JUNE 26, 2024

Today we are seeing a similar scenario, with advancements in automation holding the promise of revolutionizing the workforce in ways that enhance productivity. By 2030, activities that account for up to 30% of hours currently worked across the US economy could be automated with AI. Consequently, this shift resulted in job loss.

Auto-complete 212

Auto-complete Automation AI Automation Algorithm 212

Unite.AI

OCTOBER 18, 2023

These models are AI algorithms that utilize deep learning techniques and vast amounts of training data to understand, summarize, predict, and generate a wide range of content, including text, audio, images, videos, and more. Large language models are intricate AI algorithms.

Large Language Models 290

Large Language Models LLM Auto-complete Automation 290

Unite.AI

APRIL 18, 2024

By harnessing the power of large language models and machine learning algorithms, these AI systems can not only generate code but also identify and fix bugs, streamlining the entire development lifecycle. Described as an AI-powered programming companion, it presents auto-complete suggestions during code development.

Software Engineer 261

Software Engineer Software Development LLM Auto-complete 261

Unite.AI

SEPTEMBER 10, 2024

Within minutes, you'll have a professionally translated video complete with accurate subtitles, voice-overs, and lip-syncing. Rask AI's user-friendly interface allows for easy video uploading and language selection, while its intelligent algorithms automatically generate accurate translations, subtitles, and dubbed audio tracks.

Auto-complete 306

Auto-complete AI AI Artificial Intelligence 306

AssemblyAI

JUNE 20, 2024

Auto Speaker Focus: Video content can be made more engaging with auto speaker focus , which ensures the camera is focused on talking subjects during camera changes and automatically resizes videos to center active speakers. Try it today Get a free API key to try out our improved Speaker Diarization model Get an API key

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Auto-complete Automation Python Large Language Models 189

IBM Journey to AI blog

MARCH 6, 2024

A McKinsey study claims that software developers can complete coding tasks up to twice as fast with generative AI. Repetitive, routine work like typing out standard functions can be expedited with auto-complete features. This would enhance productivity and make the coding experience more comfortable for programmers.

Generative AI 321

Generative AI DevOps Software Development Auto-complete 321

AWS Machine Learning Blog

NOVEMBER 15, 2023

Understanding up front which preprocessing techniques and algorithm types provide best results reduces the time to develop, train, and deploy the right model. An AutoML tool applies a combination of different algorithms and various preprocessing techniques to your data. The following diagram presents the overall solution workflow.

Algorithm 116

Algorithm Auto-complete ML Python 116

Towards AI

APRIL 27, 2023

for e.g., if a manufacturing or logistics company is collecting recording data from CCTV across its manufacturing hubs and warehouses, there could be a potentially a good number of use cases ranging from workforce safety, visual inspection automation, etc. 99% of consultants will rather ask you to actually execute these POCs.

Automation 98

Automation Auto-complete Computer Vision ChatGPT 98

Robot Writers AI

JUNE 16, 2024

Observes Aschenbrenner: “Rather than a few hundred researchers and engineers at a leading AI lab, we’d have more than one hundred thousand times that—furiously working on algorithmic breakthroughs, day and night. Not surprisingly, Anyword is specifically designed for the kind of automated writing marketers prefer.

Auto-complete 105

Auto-complete Automation AI AI 105

IBM Journey to AI blog

JULY 17, 2023

Currently chat bots are relying on rule-based systems or traditional machine learning algorithms (or models) to automate tasks and provide predefined responses to customer inquiries. The LLM solution has resulted in an 80% reduction in manual effort and in 90% accuracy of automated tasks.

Generative AI 171

Generative AI Auto-complete Automation AI 171

AWS Machine Learning Blog

MARCH 15, 2024

Many organizations are implementing machine learning (ML) to enhance their business decision-making through automation and the use of large distributed datasets. To mitigate these risks, the FL model uses personalized training algorithms and effective masking and parameterization before sharing information with the training coordinator.

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Auto-complete Auto-classification Machine Learning ML 128

AssemblyAI

SEPTEMBER 4, 2024

Conversation Intelligence platforms , for example, transcribe calls using speech recognition models and then apply additional Speech AI models to this data to analyze calls at scale, automate personalized responses, coach customer service representatives, identify industry trends, and more.

Deep Learning 306

Deep Learning Auto-complete Machine Learning Natural Language Processing 306

AWS Machine Learning Blog

JANUARY 5, 2024

Artificial intelligence (AI) and machine learning (ML) offerings from Amazon Web Services (AWS) , along with integrated monitoring and notification services, help organizations achieve the required level of automation, scalability, and model quality at optimal cost.

Data Science 134

Data Science Data Drift DevOps Auto-complete 134

Unite.AI

MAY 28, 2024

vLLM Engine: Provides high-throughput LLM serving with features like continuous batching, optimized CUDA kernels, and parallel decoding algorithms for efficient large-scale inference. Designing and Implementing multi-node auto-scaling with high throughput serving engines such as vLLM for LLM deployments.

Auto-complete 147

Auto-complete LLM Machine Learning Software Development 147

AWS Machine Learning Blog

APRIL 19, 2024

Amazon Personalize provisions the necessary infrastructure and manages the entire ML pipeline, including processing the data, identifying features, using the appropriate algorithms, and training, optimizing, and hosting the customized models based on your data. All your data is encrypted to be private and secure.

Auto-complete 126

Auto-complete ML Machine Learning Software Engineer 126

Unite.AI

MAY 27, 2024

This approach leverages search algorithms like breadth-first or depth-first search, enabling the LLM to engage in lookahead and backtracking during the problem-solving process. Advantages: Automation: Reduces the manual effort required to create reasoning demonstrations.

Prompt Engineer 162

Prompt Engineer Prompt Engineering LLM Auto-complete 162

Unite.AI

AUGUST 19, 2024

Verdict Gling AI is a powerful AI tool for automating video editing tasks. Includes features like automated subtitles, noise reduction, and auto-framing for a polished final product. The goal is that by the end, you'll know if Gling AI is right for you! But Gling doesn't stop there.

Auto-complete 147

Auto-complete AI AI Automation 147

AssemblyAI

MARCH 11, 2024

Large Language Models (LLMs) are powerful models reshaping how we interact with machines—streamlining business operations, automating mundane tasks, and uncovering deep insights faster than ever. These sophisticated algorithms process and understand text in ways that mirror human cognition.

LLM 147

LLM Large Language Models Data Analysis Auto-complete 147

Marktechpost

DECEMBER 4, 2023

From completing entire lines of code and functions to writing comments and aiding in debugging and security checks, Copilot serves as an invaluable tool for developers. Trained on a large open-source code dataset, it suggests snippets to full functions, automating repetitive tasks and enhancing code quality.

AI Tools 134

AI Tools Auto-complete Artificial Intelligence Artificial Intelligence 134

Towards AI

NOVEMBER 15, 2024

The journey my team at Torq and I have been on in the past two years, developing LLM-based software features that enhance the no-code automation building experience on our platform, has taught me a lot about the great power LLMs bring — if handled correctly. Even then, some invalid paths might be too far from any valid ones.

LLM 115

LLM Auto-complete Software Engineer Automation 115

Flipboard

SEPTEMBER 25, 2023

Automated social media caption or text generation Words can be incredibly powerful. Whether you need to promote a new product, share industry insights, or simply want to connect with your audience, automated text generation can save valuable time while keeping your social media game strong.

AI 172

AI AI Tools AI Auto-complete 172

Topbots

JUNE 4, 2024

From automated scheduling to intelligent project management, AI tools like Motion, Reclaim, Clockwise, ClickUp, Taskade, and Asana are designed to streamline workflows and boost productivity. These tools leverage machine learning algorithms to predict and optimize our daily tasks, making it easier to manage time and resources effectively.

Auto-complete 105

Auto-complete Automation AI AI 105

Marktechpost

MAY 3, 2024

From completing entire lines of code and functions to writing comments and aiding in debugging and security checks, Copilot serves as an invaluable tool for developers. Trained on a large open-source code dataset, it suggests snippets to full functions, automating repetitive tasks and enhancing code quality.

Artificial Intelligence 113

Artificial Intelligence Artificial Intelligence AI Tools Auto-complete 113

AWS Machine Learning Blog

JANUARY 26, 2023

SageMaker provides automated model tuning , which manages the undifferentiated heavy lifting of provisioning and managing compute infrastructure to run several iterations and select the optimized model candidate from training. Best Egg trains multiple credit models using classification and regression algorithms.

ML 95

ML Data Scientist Auto-complete Machine Learning 95

Robot Writers AI

JANUARY 14, 2024

In future decades, when the AI takeover is complete — no joke — some of us will look back and ask: How did this all begin? Automated Opinion Writing As-a-Service: Now a Thing: Wired Reports that new tech has emerged to auto-generate tweets, articles and Web sites to counter an opposing viewpoint. Observes Jeffrey S.

Auto-complete 103

Auto-complete ChatGPT OpenAI AI 103

Dlabs.ai

SEPTEMBER 25, 2020

They’re actively creating the future of automation in what’s known as Robotic Process Automation 2.0. Source: Grand View Research What is Robotic Process Automation (RPA)? let’s first explain basic Robotic Process Automation. used Robotic Process Automation 2.0 But that’s not all they’re doing. Happy reading!

Automation 52

Automation Auto-classification Robotics Auto-complete 52

Unite.AI

NOVEMBER 17, 2023

It also offers a wide range of features, like over 50 diverse AI avatars, over 70 languages, and the ability to auto-translate to dozens of languages with the click of a button. Automate Translation Translate videos instantly to reach a global audience by selecting a language and adding variants. ” 4. I added this as my script.

AI 274

AI AI Natural Language Processing Auto-complete 274

AWS Machine Learning Blog

NOVEMBER 14, 2024

Optionally, if Account A and Account B are part of the same AWS Organizations, and the resource sharing is enabled within AWS Organizations, then the resource sharing invitation are auto accepted without any manual intervention. Following are the steps completed by using APIs to create and share a model package group across accounts.

ML 99

ML Machine Learning Auto-complete Auto-classification 99

AWS Machine Learning Blog

MAY 16, 2024

Therefore, we decided to introduce a deep learning-based recommendation algorithm that can identify not only linear relationships in the data, but also more complex relationships. When training is complete (through the Lambda step), the deployed model is updated to the SageMaker endpoint.

Deep Learning 123

Deep Learning Auto-complete Algorithm ML 123

AWS Machine Learning Blog

MAY 9, 2023

In addition, you can now use Application Auto Scaling with provisioned concurrency to address inference traffic dynamically based on target metrics or a schedule. In this post, we discuss what provisioned concurrency and Application Auto Scaling are, how to use them, and some best practices and guidance for your inference workloads.

Auto-complete 86

Auto-complete Machine Learning ML Software Development 86

Flipboard

MARCH 13, 2023

It is critical for the VMware Carbon Black team to design and build a custom end-to-end MLOps pipeline that orchestrates and automates workflows in the ML lifecycle and enables model training, evaluations, and deployments. Our pipeline creates such an endpoint for a model after it runs successfully.

Data Scientist 123

Data Scientist Auto-complete Machine Learning ML 123

ODSC - Open Data Science

FEBRUARY 28, 2023

Going from Data to Insights LexisNexis At HPCC Systems® from LexisNexis® Risk Solutions you’ll find “a consistent data-centric programming language, two processing platforms, and a single, complete end-to-end architecture for efficient processing.” These tools are designed to help companies derive insights from big data.

Data Science 96

Data Science Auto-complete Machine Learning AI 96

AWS Machine Learning Blog

DECEMBER 4, 2023

The project was completed in a month and deployed to production after a week of testing. His focus was building machine learning algorithms to simulate nervous network anomalies. His team is responsible for designing, implementing, and maintaining end-to-end machine learning algorithms and data-driven solutions for Getir.

BERT 122

BERT Auto-complete Data Scientist Data Science 122

AWS Machine Learning Blog

JUNE 3, 2024

In a single visual interface, you can complete each step of a data preparation workflow: data selection, cleansing, exploration, visualization, and processing. Complete the following steps: Choose Prepare and analyze data. Complete the following steps: Choose Run Data quality and insights report. Choose Create. Choose Export.

Generative AI 120

Generative AI Categorization Auto-complete Auto-classification 120

AWS Machine Learning Blog

NOVEMBER 8, 2023

Although the direct environmental impact might not be obvious, sub-optimized code amplifies the carbon footprint of modern applications through factors like heightened energy consumption, prolonged hardware usage, and outdated algorithms. Tools like Amazon CodeGuru Profiler can collect performance data to optimize latency between components.

Software Development 126

Software Development Machine Learning Auto-complete ML 126