Data Science Dojo

MAY 18, 2023

Experts from the field gathered to discuss and deliberate on various topics related to data and AI, sharing their insights with the attendees. Generative AI: This discussion is an in-depth exploration of the topic of Generative AI , delving into the latest advancements and trends in the industry. Want to dive deep into Python?

Data Science 195

Data Science AI AI SQL 195

Dataconomy

MAY 1, 2024

This new generative AI assistant is tailored to assist developers and enterprises by optimizing workflows, boosting productivity, and opening up fresh avenues for innovation. Amazon Web Services recently introduced Amazon Q, the latest addition to its strategy aimed at transforming software development.

AWS 113

AWS AI AI Cloud Computing 113

Data Science 101

OCTOBER 24, 2020

Topics covered: Lessons learned when migrating data science (or technology in general) to the cloud AI services available via different cloud providers Workflows in the cloud and more. This is a great talk for data scientists and managers of technology teams. The speaker is Nhung Ho, Director of Data Science at Intuit.

Data Science 136

Data Science Data Scientist AI AI 136

Towards AI

MARCH 11, 2024

U+1F525 Overview of the Course Structure U+1F9F5 Introduction to TensorsCreating TensorsRetrieving Information from TensorsManipulating TensorsHandling Tensor ShapesMatrix Multiplication in Depth To be a master in Deep Learning topics, one should know tensor multiplications deeply.

Deep Learning 81

Deep Learning Deep Learning Machine Learning Machine Learning 81

DrivenData Labs

MARCH 26, 2024

These data sources spanned an impressive range of topics and formats. What motivated you to choose this topic? What motivated you to choose this topic? What are some other things you tried that didn’t necessarily make it into the final workflow? What motivated you to choose this topic?

Power BI 264

Power BI Data Scientist Python Machine Learning 264

AWS Machine Learning Blog

APRIL 4, 2024

However, delivering truly personalized recommendations presents several key challenges: Capturing diverse user interests – News can span many topics and even within specific topics, readers can have varied interests. This results in customized news feeds that surface the topics and sources most relevant to an individual user.

AWS 80

AWS ETL Data Scientist Database 80

DrivenData Labs

MARCH 8, 2023

This blog post covers the following topics as they are in early 2023: A quick how-to guide on what you minimally need to do to adopt the modern packaging standards for most cases (with further reading for more complicated cases). Many of them are comprehensive workflow management tools for Python projects. What are the standards?

Python 246

Python 246

Dataconomy

DECEMBER 26, 2023

With Invideo AI, users can enter any topic and the tool will generate a script, create scenes, add voiceovers, and allow for real-time collaboration and editing. Whether you have a specific topic in mind or just a general idea, Invideo AI can help you craft a compelling narrative that will capture your audience’s attention.

AI 178

AI AI Artificial Intelligence Artificial Intelligence 178

AWS Machine Learning Blog

NOVEMBER 17, 2023

Amazon Rekognition Content Moderation , a capability of Amazon Rekognition , automates and streamlines image and video moderation workflows without requiring machine learning (ML) experience. The following diagram illustrates the conceptual workflow of a near-real-time moderation system, designed with loose coupling to the live stream system.

AWS 88

AWS ML ML Natural Language Processing 88

Data Science Dojo

JULY 18, 2023

Data science, machine learning, artificial intelligence, and statistics can be complex topics. Memes and jokes are a great way to learn about these topics in a more light-hearted way. We’ll also discuss why these memes and jokes are so popular, and how they can help us learn about these topics.

Data Science 195

Data Science Machine Learning Machine Learning Python 195

Hacker News

NOVEMBER 15, 2023

However, it does not serve users who want a deeper dive into a current or more specific topic. The workflow uses NVIDIA NeMo , a framework for developing and customizing generative AI models, as well as software like NVIDIA Triton Inference Server and NVIDIA TensorRT-LLM for running generative AI models in production.

Database 181

Database AI AI Natural Language Processing 181

Data Science Dojo

JANUARY 5, 2024

It serves as an asset in developer workflows by providing capabilities such as code generation, completion, and testing. Examples: Assisting in creative tasks, problem-solving, and learning new topics. Duet AI : Features: Collaborative AI with capabilities to understand context and provide real-time assistance.

Machine Learning 150

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 150

AWS Machine Learning Blog

NOVEMBER 22, 2023

These resources introduce common AWS services for IDP workloads and suggested workflows. This means that the architecture needs to be adjusted by reviewing the architecture workflow, synchronous and asynchronous implementation, transactions per second (TPS) calculation, and more.

AWS 93

AWS ML ML Machine Learning 93

ODSC - Open Data Science

AUGUST 11, 2023

Full-Stack Machine Learning for Data Scientists Hugo Bowne-Anderson, PhD | Head of Data Science Evangelism and Marketing | Outerbounds This workshop will introduce you to the current landscape of production-grade tools, techniques, and workflows for the life cycle of machine learning models.

Machine Learning 98

Machine Learning Machine Learning Data Science Data Scientist 98

ODSC - Open Data Science

MAY 9, 2024

This 314 billion parameter “ mixture of experts ” model facilitates robust AI workflows and enhances the efficiency of machine learning operations across various platforms. This tool is hosted on Hugging Face, leverages AI to continuously update its database, providing the most current and relevant information across a multitude of topics.

AI 52

AI AI Machine Learning Machine Learning 52

ODSC - Open Data Science

MARCH 11, 2024

Introducing the Topic Tracks for ODSC East 2024 — Highlighting Gen AI, LLMs, and Responsible AI ODSC East 2024 , coming up this April 23rd to 25th, is fast approaching and this year we will have even more tracks comprising hands-on training sessions, expert-led workshops, and talks from data science innovators and practitioners.

Deep Learning 52

Deep Learning Deep Learning Data Science AI 52

ODSC - Open Data Science

MARCH 28, 2023

You’ll learn about the latest research, topics, and tools from the leading experts in their respective fields. The topics discussed will include TensorFlow, neural networks, PyTorch, autonomous machines, recommendation systems, reinforcement learning, and much more.

Data Science 92

Data Science Deep Learning Deep Learning Machine Learning 92

AWS Machine Learning Blog

DECEMBER 7, 2023

We achieved a 90% reduction in elapsed time when running scheduling algorithms for all warehouses using AWS Step Functions , which is a fully managed service that makes it easier to coordinate the components of distributed applications and microservices using visual workflows.

AWS 99

AWS Algorithm Machine Learning Machine Learning 99

Towards AI

FEBRUARY 12, 2024

It was a simple structured streaming pipeline that was listening to a Kafka topic for events and performing some transformations on it, before emitting the output to another Kafka topic. Reviewing Spark plans is an essential step in the optimization journey of Spark workflows (it can save hours of tormenting debugging).

Big Data 83

Big Data Big Data AI AI 83

ODSC - Open Data Science

NOVEMBER 2, 2023

Supercharging Your Data Science Projects with GitHub Tools Let’s dive deep into some innovative GitHub tools and features that can improve the productivity of your data science workflow. An Overview of Meta’s Llama 2 Model: What’s New?

Data Science 52

Data Science AI AI Machine Learning 52

Data Science 101

OCTOBER 24, 2020

Topics covered: Lessons learned when migrating data science (or technology in general) to the cloud AI services available via different cloud providers Workflows in the cloud and more. This is a great talk for data scientists and managers of technology teams. The speaker is Nhung Ho, Director of Data Science at Intuit.

Data Science 52

Data Science Data Scientist AI AI 52

ODSC - Open Data Science

JUNE 5, 2023

From NLP, ML, and generative AI, to even artificial general intelligence, the topics were diverse and awe-inspiring. That’s why this session was so popular as the speaker dived right into the topic and walked through solutions and methods of avoiding this bias in their data.

Data Science 97

Data Science ML ML Machine Learning 97

ODSC - Open Data Science

JUNE 14, 2023

Much of what the chatbot says may seem right — especially to people without firsthand knowledge of the topic. That’s why it’s best to think carefully about the pros and cons before using ChatGPT for advice about any topic for which an error would have serious consequences. Examples include money, health, and legal matters.

Data Science 86

Data Science Artificial Intelligence Artificial Intelligence AI 86

Flipboard

FEBRUARY 12, 2023

While editorial teams are experimenting with ChatGPT, six top editors and media executives who spoke with Digiday said they were not working on integrating the AI technology into the workflow of their newsrooms. And to the best of their knowledge, no one within their editorial teams was using ChatGPT to publish stories.

AI 144

AI AI Artificial Intelligence Artificial Intelligence 144

Towards AI

MAY 7, 2024

On this topic, this week, RethinkX released a thoughtful blog post on the potential impact of humanoid robots: This time, we are the horses: the disruption of labor by humanoid robots. This offers AI industry professionals an integrated solution for streamlining development workflows.

AI 78

AI AI Machine Learning Machine Learning 78

Mlearning.ai

AUGUST 10, 2023

I live in a Region where Dataflow Scheduler jobs creation is not possible, so I organized the Dataflow workflow using two locations: location_where_DATAFLOW_is_possible, location_closest_to_my_physical_location.

Power BI 52

Power BI Database Tableau Python 52

AssemblyAI

SEPTEMBER 27, 2023

Podcast hosting, editing, and monetization platforms are exploring ways to leverage Speech AI transcription and Audio Intelligence in their workflows and to quickly build powerful AI tools to give them a competitive edge. billion podcast industry is no exception.

AI 52

AI AI Analytics Analytics 52

ODSC - Open Data Science

DECEMBER 1, 2023

Over the course of 3+ hours, you’ll learn How to take your machine learning model from experimentation to production How to automate your machine learning workflows by using GitHub Actions.

Data Science 52

Data Science Azure Machine Learning Machine Learning 52

Mlearning.ai

AUGUST 28, 2023

I highly recommend anyone coming from a Machine Learning or Deep Learning modeling background who wants to learn about deploying models (MLOps) on a cloud platform to take this exam or an equivalent; the exam also includes topics on SQL data ingestion with Azure and Databricks, which is also a very important skill to have in Data Science.

Azure 52

Azure ML ML Data Science 52

IBM Journey to AI blog

OCTOBER 10, 2023

Last month, IBM announced the General Availability of Granite , IBM Research´s latest Foundation model series designed to accelerate the adoption of generative AI into business applications and workflows with trust and transparency. The user is now ready to apply but wants to make sure applying won’t affect their credit score.

AI 88

AI AI 88

ODSC - Open Data Science

AUGUST 21, 2023

Introducing the Topic Tracks for ODSC West 2023 — Highlighting Gen AI and LLMs As we progress towards the end of the year, we’re turning our full attention to ODSC West coming to the heart of the AI boom (in-person) or your computer (virtual) from October 30th — November 2nd.

Data Science 52

Data Science Machine Learning Machine Learning Deep Learning 52

IBM Journey to AI blog

OCTOBER 16, 2023

They pointed out that the topic of training data, including its source and composition, is often overlooked. It also automates a model’s facts and workflows to comply with business standards; identifies, manages, monitors and reports on risk and compliance at scale and provides dynamic dashboards and customizable results.

AI 77

AI AI Data Warehouse ML 77

The MLOps Blog

JANUARY 11, 2023

The result of this assessment process led to conceptualizing and designing a framework that offers an environment for building, managing, and automating processes or workflows with which the data, models, and code Ops based on the needs of individuals and across teams can be realized. CloudWatch for cost tracking.

AWS 52

AWS Machine Learning Machine Learning ML 52

Mlearning.ai

JULY 29, 2023

Use Logic App to schedule the ACI run with a simple workflow below. CONCLUSION Overall, this is a nice and simple workflow to automate ML inference with rather low cost, with many options for further optimizations. Tag and push this image to Azure Container Registry. Simple Logic App to Schedule ACI run III.

Azure 52

Azure Machine Learning Machine Learning ML 52

AWS Machine Learning Blog

OCTOBER 2, 2023

To make it straightforward for you to go through the end-to-end workflow, we use an Amazon Elastic Compute Cloud (Amazon EC2) instance to simulate an edge device by installing the AWS IoT Greengrass Core software on the instance. For other topics and use cases, refer to our Machine Learning and IoT blogs.

AWS 89

AWS ML ML Internet of Things 89

ODSC - Open Data Science

MAY 1, 2023

Topics covered include the building blocks of the workflows and best practices for inducing decision-makers to act. Secrets of Successful AI Projects Pedro Domingos, PhD｜Professor Emeritus｜University of Washington The number of AI projects are ever-increasing, but many of them still fail.

Data Science 52

Data Science Data Scientist Machine Learning Machine Learning 52

IBM Journey to AI blog

JUNE 26, 2023

Possibilities are growing that include assisting in writing articles, essays or emails; accessing summarized research; generating and brainstorming ideas; dynamic search with personalized recommendations for retail and travel; and explaining complicated topics for education and training. What is watsonx.governance?

AI 71

AI AI Natural Language Processing Deep Learning 71