IBM Journey to AI blog

NOVEMBER 24, 2023

Many enterprises are realizing that moving to cloud is not giving them the desired value nor agility/speed beyond basic platform-level automation. While the above is for application decomposition/design, event-storming needs process maps and this is where Generative AI assists in contextualizing and mapping extracts from process mining tools.

Generative AI 227

Generative AI Auto-complete DevOps Automation 227

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 generated code includes functions for data processing, event handling and dynamic content rendering.

Generative AI 270

Generative AI DevOps Software Development Auto-complete 270

AWS Machine Learning Blog

APRIL 19, 2024

The platform both enables our AI—by supplying data to refine our models—and is enabled by it, capitalizing on opportunities for automated decision-making and data processing. We use Amazon EKS and were looking for the best solution to auto scale our worker nodes. This enables all steps to be completed from a web browser.

Auto-complete 93

Auto-complete Metadata AI AI 93

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. EKS Blueprints helps compose complete EKS clusters that are fully bootstrapped with the operational software that is needed to deploy and operate workloads.

Auto-complete 101

Auto-complete Auto-classification Machine Learning ML 101

Robot Writers AI

JANUARY 28, 2024

Top AI-Imaging Tool Promising Auto-Video Popular AI-automated imaging tool-maker Midjourney is promising to roll-out an enhancement soon that will enable users to auto-create video using simple, conversational text-commands. A direct competitor to ChatGPT, the Bard chatbot uses the latest in generative AI to complete tasks.

Auto-complete 52

Auto-complete AI Automation Automation ChatGPT 52

AWS Machine Learning Blog

MAY 16, 2024

When training is complete (through the Lambda step), the deployed model is updated to the SageMaker endpoint. When the preprocessing batch was complete, the training/test data needed for training was partitioned based on runtime and stored in Amazon S3.

Deep Learning 88

Deep Learning Auto-complete Algorithm ML 88

AWS Machine Learning Blog

OCTOBER 18, 2023

Purina used artificial intelligence (AI) and machine learning (ML) to automate animal breed detection at scale. Developing a custom model to analyze images is a significant undertaking that requires time, expertise, and resources, often taking months to complete. Start the model version when training is complete.

Auto-complete 88

Auto-complete Auto-classification Automation ML 88

Unite.AI

NOVEMBER 2, 2023

At the highest level we were using AI and machine learning to detect events as they happen around the world. to triangulate and validate when an “event” happens. Through CallRail’s Conversation Intelligence®, you can automate workflows for smoother lead follow-up. and NLP to determine what people were talking about.

Auto-complete 147

Auto-complete Automation Machine Learning Computer Vision 147

Robot Writers AI

MARCH 31, 2024

While fewer AI writing CEOs are twisting themselves into pretzels attempting to claim that automated writing tools are simply happy assistants that wouldn’t dream of stealing a writing job, ChatGPT-maker’s CEO Sam Altman nevertheless came-out with a stunner in Q1, 2024.

Auto-complete 52

Auto-complete Robotics ChatGPT AI 52

ODSC - Open Data Science

OCTOBER 11, 2023

New algorithms/software can help you systematically curate your data via automation. For more complex issues like label errors, you can again simply filter out all the auto-detected bad data. Interested in attending an ODSC event? Learn more about our upcoming events here.

Auto-classification 52

Auto-classification Auto-complete Data Drift Machine Learning 52

Unite.AI

DECEMBER 11, 2023

It offers automated transcription, sentiment analysis , data visualization , and more. Speak provides an all-in-one solution that includes cost-effective automated transcription, named entity recognition, sentiment analysis, and media management. Auto-scroll: Highlight the sentence to show where you are in the transcript.

AI 255

AI AI Automation Artificial Intelligence 255

Viso.ai

MAY 29, 2024

Some original Tesla features are embedded into the robot, such as a self-running computer, autopilot cameras, a set of AI tools, neural network planning , auto-labeling for objects, etc. The data from multiple sensors are combined and processed to create a complete understanding of the environment.

Robotics 52

Robotics Auto-complete Automation Neural Network 52

AWS Machine Learning Blog

SEPTEMBER 11, 2023

SageMaker Domain Lifecycle Configuration to automatically shut down idle Studio notebooks Lifecycle Configurations are shell scripts triggered by Amazon SageMaker Studio lifecycle events, such as starting a new Studio notebook. You can use Lifecycle Configurations to automate customization for your Studio environment.

Auto-complete 89

Auto-complete ML Machine Learning DevOps 89

AWS Machine Learning Blog

NOVEMBER 30, 2023

Auto-resume and healing capabilities One of the new features with SageMaker HyperPod is the ability to have auto-resume on your jobs. SageMaker HyperPod addresses job resiliency by using automated health checks, node replacement, and job recovery. Choose Create a cluster. pretrain-model.sh

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Auto-complete Machine Learning Generative AI Software Engineer 106

Flipboard

MAY 17, 2023

It gives an answer with complete confidence, and I sort of believe it. And half the time, it’s completely wrong.” It gives an answer with complete confidence, and I sort of believe it. And half the time, it’s completely wrong. CEOs of major auto companies were all saying by 2020 or 2021 or 2022, roughly.

Large Language Models 182

Large Language Models Robotics Convolutional Neural Networks Auto-complete 182

AWS Machine Learning Blog

MAY 3, 2023

Furthermore, the dynamic nature of a customer’s data can also result in a large variance of the processing time and resources required to optimally complete the feature engineering. For a given dataset and preprocessing job, the CPU may be undersized, resulting in maxed out processing performance and lengthy times to complete.

Auto-classification 67

Auto-classification Auto-complete Machine Learning Metadata 67

Mlearning.ai

JULY 22, 2023

the UI for annotation, image ref: [link] The base containers that run when we put the CVAT stack up (not included auto annotation) (Semi) automated annotation The CVAT (semi) automated annotation allow user to use something call nuclio , which is a tool aimed to assist automated data science through serverless deployment.

Auto-complete 52

Auto-complete Computer Vision Automation Metadata 52

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. In the event of failure in either of the pipelines, users are notified over the same communication channels.

Data Scientist 102

Data Scientist Auto-complete ML Machine Learning 102

AWS Machine Learning Blog

MAY 17, 2023

Solution overview The Meeting Notes Generator Solution creates an automated serverless pipeline using AWS Lambda for transcribing and summarizing audio and video recordings of meetings. The solution takes an event-driven approach to transcribe and summarize upon S3 upload events. In the S3 bucket, open the transcripts/ folder.

Large Language Models 68

Large Language Models Auto-complete Generative AI ML 68

deepsense.ai

OCTOBER 8, 2023

Usually agents will have: Some kind of memory (state) Multiple specialized roles: Planner – to “think” and generate a plan (if steps are not predefined) Executor – to “act” by executing the plan using specific tools Feedback provider – to assess the quality of the execution by means of auto-reflection.

Auto-complete 107

Auto-complete LLM AI AI 107

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 147

AI AI AI Tools Auto-complete 147

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. Verbit.ai Verbit.ai, which provides an expanding suite of tools to facilitate accessible, compliant meetings and events easily, is the last item on our list.

AI Tools 94

AI Tools Natural Language Processing Artificial Intelligence Artificial Intelligence 94

Unite.AI

JANUARY 16, 2024

Verdict MeetGeek offers efficient online meeting management, leveraging AI to automate recording, transcribing, summarizing, and sharing insights from video conferencing platforms like Google Meet and Microsoft Teams. By the end, you'll clearly understand what MeetGeek is, what it's capable of, and if it's right for you! Let's get into it.

AI 147

AI AI Auto-complete UX Design 147

Viso.ai

DECEMBER 18, 2023

Instead of relying on organic events, we generate this data through computer simulations or generative models. Generation With Neural Network Techniques Neural Networks are the most advanced techniques of automated data generation. 1: Variational Auto-Encoder. Technique No.1: Then, it decodes this data back into simulated data.

Computer Vision 52

Computer Vision Neural Network Auto-complete Data Scarcity 52

AWS Machine Learning Blog

JANUARY 9, 2023

The models can be completely heterogenous, with their own independent serving stack. After these business logic steps are complete, the inputs are passed through to ML models. Here, the inference request is processed with either a scheduled or event-based trigger of a batch inference job. ML inference options.

ML 72

ML Auto-complete Auto-classification Deep Learning 72

The MLOps Blog

FEBRUARY 5, 2023

Streaming data is a continuous flow of information and a foundation of event-driven architecture software model” – RedHat Enterprises around the world are becoming dependent on data more than ever. A streaming data pipeline is an enhanced version which is able to handle millions of events in real-time at scale.

Machine Learning 73

Machine Learning Big Data Auto-complete Data Ingestion 73

AWS Machine Learning Blog

FEBRUARY 20, 2024

This time-consuming process must be completed before content can be dubbed into another language. Through automation, ZOO Digital aims to achieve localization in under 30 minutes. However, the supply of skilled people is being outstripped by the increasing demand for content, requiring automation to assist with localization workflows.

Metadata 89

Metadata Auto-complete Machine Learning Deep Learning 89

AWS Machine Learning Blog

NOVEMBER 9, 2023

Automated retraining mechanism – The training pipeline built with SageMaker Pipelines is triggered whenever a data drift is detected in the inference pipeline. It also provides select access to related services, such as AWS Application Auto Scaling , Amazon S3, Amazon Elastic Container Registry (Amazon ECR), and Amazon CloudWatch Logs.

Data Drift 94

Data Drift Auto-complete ML Automation 94

AWS Machine Learning Blog

FEBRUARY 29, 2024

After your historical data is imported, you can continue to provide new data in real time by sending user interaction events. Deploy the CloudFormation stack The CloudFormation stack automates the deployment of the OpenSearch Service domain and SageMaker Notebook instance. Set up and complete the Amazon Personalize workflow Open the 1.Configure_Amazon_Personalize.ipynb

Auto-complete 85

Auto-complete AI AI ML 85

Dlabs.ai

JULY 19, 2023

While AI systems can automate many tasks, they should not completely replace human judgment and intuition. This event underscored the risks of sharing personal and professional information with AI systems. Companies like Google have made data anonymization a cornerstone of their privacy commitment.

Explainable AI 97

Explainable AI Explainability Auto-complete Algorithm 97

Marktechpost

JULY 18, 2023

It converts YouTube auto-captions using chatGPT, produces a catchy quotation, and can turn the transcript into a blog post. The Creator plan includes two shownotes each month, a condensed transcript, a landing page, the option to make shows private, a landing page editor, a complete transcript, and ums and ahs.

AI Tools 74

AI Tools AI AI Automation 74

The MLOps Blog

JUNE 27, 2023

This includes features for hyperparameter tuning, automated model selection, and visualization of model metrics. Automated pipelining and workflow orchestration: Platforms should provide tools for automated pipelining and workflow orchestration, enabling you to define and manage complex ML pipelines.

Machine Learning 134

Machine Learning Metadata Data Scientist Data Quality 134

AWS Machine Learning Blog

SEPTEMBER 6, 2023

What is Llama 2 Llama 2 is an auto-regressive language model that uses an optimized transformer architecture. Write a response that appropriately completes the request.nn### Instruction:nWhen did Felix Luna die?nn### Write a response that appropriately completes the request.nn### Instruction:nWhat is an egg laying mammal?nn###

Auto-complete 91

Auto-complete Machine Learning ML Python 91

Bugra Akyildiz

OCTOBER 21, 2023

AudioSep demonstrates strong separation performance and impressive zero-shot generalization ability on numerous tasks such as audio event separation, musical instrument separation, and speech enhancement. It simplifies the orchestration, automation, and optimization of a complex LLM workflow.

Large Language Models 52

Large Language Models Auto-classification LLM Auto-complete 52

AWS Machine Learning Blog

JULY 31, 2023

A perfect F1 score of 1 indicates that the model has achieved both perfect precision and perfect recall, and a score of 0 indicates that the model’s predictions are completely wrong. Finally, when it’s complete, the pane will show a list of columns with its impact on the model.

Auto-classification 77

Auto-classification Machine Learning ML Auto-complete 77

Dlabs.ai

JUNE 8, 2020

refers to the rise of automation technology in manufacturing. What is important: moving averages model described above is not a part of the ARIMA model — it is a completely different model. Anomaly Detection The analyzed data did not include the determination of periods or adverse events. Industry 4.0

Machine Learning 52

Machine Learning Auto-complete Algorithm AI 52

AWS Machine Learning Blog

JULY 18, 2023

What is Llama 2 Llama 2 is an auto-regressive language model that uses an optimized transformer architecture. Once you’re on the SageMaker Studio, you can access SageMaker JumpStart, which contains pre-trained models, notebooks, and prebuilt solutions, under Prebuilt and automated solutions.

ML 98

ML Machine Learning Auto-complete Large Language Models 98