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

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.

Auto-complete 131

Auto-complete Auto-classification Machine Learning ML 131

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 137

Data Science Data Drift DevOps Auto-complete 137

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 AI AI 171

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 131

Auto-complete ML Software Engineer Machine Learning 131

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

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

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

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

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 116

Artificial Intelligence Artificial Intelligence AI Tools Auto-complete 116

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 221

Deep Learning Auto-complete Natural Language Processing Machine Learning 221

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 99

Auto-complete AI AI Automation 99

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

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 130

Deep Learning Auto-complete Algorithm ML 130

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

Marktechpost

DECEMBER 18, 2024

AI-powered tools have become indispensable for automating tasks, boosting productivity, and improving decision-making. It suggests code snippets and even completes entire functions based on natural language prompts. It automates code documentation and integrates seamlessly with AWS services, simplifying deployment processes.

Software Development 71

Software Development AI Tools DevOps Auto-complete 71

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 92

Auto-complete Machine Learning ML Software Development 92

AWS Machine Learning Blog

MAY 3, 2023

Feature engineering refers to the process where relevant variables are identified, selected, and manipulated to transform the raw data into more useful and usable forms for use with the ML algorithm used to train a model and perform inference against it. The final outcome is an auto scaling, robust, and dynamically monitored solution.

Auto-classification 103

Auto-classification Auto-complete Machine Learning Metadata 103

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

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 129

BERT Auto-complete Data Scientist Machine Learning 129

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 127

Generative AI Categorization Auto-complete Auto-classification 127

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

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 132

Software Development Machine Learning Auto-complete ML 132

AWS Machine Learning Blog

DECEMBER 5, 2023

The insurance provider receives payout claims from the beneficiary’s attorney for different insurance types, such as home, auto, and life insurance. This post illustrates how you can automate and simplify metadata generation using custom models by Amazon Comprehend. The following diagram outlines the proposed solution architecture.

Metadata 131

Metadata Auto-classification Auto-complete Content Enrichment 131

AWS Machine Learning Blog

MAY 22, 2024

Using machine learning (ML) and natural language processing (NLP) to automate product description generation has the potential to save manual effort and transform the way ecommerce platforms operate. jpg and the complete metadata from styles/38642.json. From here, we can fetch the image for this product from images/38642.jpg

Generative AI 138

Generative AI Natural Language Processing Machine Learning Large Language Models 138

AWS Machine Learning Blog

JULY 24, 2024

It provides customer relationship management (CRM) software and applications focused on sales, customer service, marketing automation, ecommerce, analytics, and application development. Customers have the flexibility to choose either algorithm depending on their workload needs.

LLM 134

LLM Auto-complete Machine Learning NLP 134

AWS Machine Learning Blog

JUNE 23, 2023

Amazon SageMaker Data Wrangler is a single visual interface that reduces the time required to prepare data and perform feature engineering from weeks to minutes with the ability to select and clean data, create features, and automate data preparation in machine learning (ML) workflows without writing any code. This is a one-time setup.

Auto-complete 95

Auto-complete Auto-classification ML Data Quality 95

Dlabs.ai

JULY 19, 2023

Example: Algorithmic Bias in the UK A-level Grading To illustrate, consider a real-world example that occurred during the COVID-19 pandemic in the UK. With the traditional A-level exams canceled due to health concerns, the UK government used an algorithm to determine student grades.

Explainable AI 97

Explainable AI Explainability Auto-complete Algorithm 97

The MLOps Blog

JUNE 27, 2023

For example, if your team works on recommender systems or natural language processing applications, you may want an MLOps tool that has built-in algorithms or templates for these use cases. This includes features for hyperparameter tuning, automated model selection, and visualization of model metrics.

Machine Learning 134

Machine Learning Metadata Data Scientist Data Quality 134

Towards AI

SEPTEMBER 27, 2023

This blog post will focus on key questions related to Experiments, Model Training, and evaluation and explore how AWS SageMaker can help address them. ▢ [Automation] How can data scientists automatically partition the data for training, validation, and testing purposes?▢ Additionally, there are associated costs for reading and writing to S3.

Data Scientist 64

Data Scientist Auto-complete Automation Algorithm 64

AWS Machine Learning Blog

SEPTEMBER 26, 2024

During the iterative research and development phase, data scientists and researchers need to run multiple experiments with different versions of algorithms and scale to larger models. To accelerate iteration and innovation in this field, sufficient computing resources and a scalable platform are essential.

Algorithm 128

Algorithm ML Data Scientist Machine Learning 128

AWS Machine Learning Blog

NOVEMBER 9, 2023

We build a model to predict the severity (benign or malignant) of a mammographic mass lesion trained with the XGBoost algorithm using the publicly available UCI Mammography Mass dataset and deploy it using the MLOps framework. The full instructions with code are available in the GitHub repository. Choose Create key. Choose Save.

Data Drift 130

Data Drift Auto-complete ML Automation 130

AWS Machine Learning Blog

SEPTEMBER 11, 2023

You can try out this model with SageMaker JumpStart, a machine learning (ML) hub that provides access to algorithms, models, and ML solutions so you can quickly get started with ML. It’s an auto-regressive language model that uses an optimized transformer architecture. With a 180-billion-parameter size and trained on a massive 3.5-trillion-token

Machine Learning 134

Machine Learning LLM Auto-complete ML 134

Marktechpost

JULY 23, 2023

Completely web-based; no downloads are required. Automated diarization is also available, with Soni automatically tagging speakers and breaking conversations into paragraphs. Its AI algorithms build models of acoustic, linguistic, and contextual events based on the characteristics of the input sound.

AI Tools 98

AI Tools Natural Language Processing Artificial Intelligence Artificial Intelligence 98

ODSC - Open Data Science

OCTOBER 11, 2023

New algorithms/software can help you systematically curate your data via automation. These techniques are based on years of research from my team, investigating what sorts of data problems can be detected algorithmically using information from a trained model.

Auto-classification 52

Auto-classification Auto-complete Data Drift Machine Learning 52