ODSC - Open Data Science

JANUARY 26, 2024

ODSC East is coming to Boston this April and bringing leading experts in everything from generative AI and LLMs to data analysis to the home of countless AI startups and MIT alike. Like our recent conferences, this conference will be hybrid, featuring both in-person and virtual components.

Data Engineering 52

Data Engineering Data Engineer Data Engineering Data Engineering 52

Towards AI

AUGUST 25, 2023

MIT Overview of AI and ML Source: Toward Data Science Project Definition The first step in AI projects is to define the problem. MIT Press, ISBN: 978–0262028189, 2014. [7] In a few sentences, describe the following: What is the goal? I also have a medium article on AI Learning Resources. 12, 2014. [3] 12, 2021. [6] Russell and P.

Machine Learning 96

Machine Learning Machine Learning AI AI 96

ODSC - Open Data Science

FEBRUARY 8, 2023

MIT even wrote a roadmap about handling AI’s coming disruptive effects. Join us from May 9–11th and enjoy over 10 tracks focusing on the cutting edge of AI, machine learning, and other hot topics. But for many, there is a growing concern about AI’s increasing presence in the workforce.

Data Science 100

Data Science Azure AI AI 100

Tableau

MARCH 3, 2023

They organize and spearhead events with topics on Tableau tips and tricks, up-leveling data skills to help you achieve your next promotion, and how data affects our everyday lives. They are leading and often speaking at events where the community can learn about a variety of topics.

Tableau 77

Tableau Data Analysis Data Analysis Analytics 77

Mlearning.ai

JANUARY 27, 2023

I planned to add topics in a systematic way as we work on a computer vision project. Examples that fall within a specific topic or domain are typically included in datasets. . Also, you can suggest topics to add to make it more useful for newbies as well as for all computer vision engineers. You can follow me for new updates.

Deep Learning 98

Deep Learning Deep Learning Python Data Scientist 98

Tableau

MARCH 3, 2023

They organize and spearhead events with topics on Tableau tips and tricks, up-leveling data skills to help you achieve your next promotion, and how data affects our everyday lives. They are leading and often speaking at events where the community can learn about a variety of topics.

Tableau 61

Tableau Data Analysis Data Analysis Analytics 61

ODSC - Open Data Science

OCTOBER 26, 2023

Our virtual partners include: Microsoft Azure | Qwak | Tangent Works | MIT | Pachyderm | Boston College | ArangoDB | DataGPT | Upsolver On-Demand Training You’ll also have access to our on-demand Primer Courses that cover a wide range of data science topics essential for success in the field.

Data Science 52

Data Science Data Wrangling Machine Learning Machine Learning 52

ODSC - Open Data Science

MARCH 22, 2023

A 2021 VentureBeat analysis suggests that 87% of AI models never make it to a production environment and an MIT Sloan Management Review article found that 70% of companies reported minimal impact from AI projects. Yet despite these difficulties, Gartner forecasts investment in artificial intelligence to reach an unprecedented $62.5

Machine Learning 98

Machine Learning Machine Learning Data Science Artificial Intelligence 98

Data Science 101

SEPTEMBER 4, 2023

We are going to start out talking about open source software because that is a topic not yet covered in these interviews. The most common license right now is MIT which says you can basically do anything with it. . “we are stronger if we all share some of our works together than if we all kept everything to ourself.”

111

111

Kaggle

JULY 23, 2020

During my time as a student assistant, we’ve also consulted a company that works with a lot of text data — that’s where I gained my first experience in NLP and also came across the idea of finding similar documents with the help of a topic model. How did you get started competing on Kaggle? What machine learning methods did you use?

Data Science 63

Data Science Machine Learning Machine Learning Data Preparation 63

ODSC - Open Data Science

MARCH 19, 2024

She is the co-author of Collaborative Society (The MIT Press), published together with Dariusz Jemielniak. She has spoken about these topics in various parts of the world. Until recently, she conducted post-doctoral research at the Center for Collective Intelligence at the Massachusetts Institute of Technology in Boston. With a Ph.D.

AI 52

AI AI Data Science Artificial Intelligence 52

Flipboard

AUGUST 7, 2023

In a recent exercise at MIT, it took just one hour for ChatGPT to instruct non-scientist students about four potential pandemic pathogens, including options for how they could be acquired by anyone lacking the skills to create them in the lab, and how to avoid detection by obtaining genetic material from providers who do not screen orders.

Artificial Intelligence 122

Artificial Intelligence Artificial Intelligence AI AI 122

Towards AI

OCTOBER 24, 2023

It covers topics such as compute requirements, computing optima, minimum dataset size, minimum hardware performance, and memory requirements for inference. Five 5-minute reads/videos to keep you learning Transformer Math 101 This article provides essential numbers and equations for working with large language models (LLMs). Why LLaVa-1.5

AI 111

AI AI Deep Learning Deep Learning 111

Towards AI

JANUARY 9, 2024

The AI Tutor can help with your questions as you learn about topics such as building LLM apps with Langchain and the Deep Lake vector database, training and fine-tuning LLMs, and advanced RAG techniques! We use RAG to improve answer accuracy, reduce hallucinations, and cite its sources (also great recommendations for further reading!).

AI 93

AI AI Database Artificial Intelligence 93

Towards AI

AUGUST 16, 2023

This article is intended as an outline of the key differences rather than a comprehensive discussion on the topic of the AI software process. MIT Press, ISBN: 978–0262028189, 2014. [2] Background An AI project is experimental in nature, so several or many parts of the software program may be replaced or modified over time.

Machine Learning 88

Machine Learning Machine Learning AI AI 88

Dataconomy

JUNE 15, 2023

Amidst all the excitement, it’s important to approach the topic with an objective perspective, as there have been numerous exaggerated promises and unfounded worries that occasionally make their way into discussions. Stanford University unveiled MYCIN in 1972, while MIT introduced DENDRAL in 1965.

Artificial Intelligence 103

Artificial Intelligence Artificial Intelligence Deep Learning Deep Learning 103

Smart Data Collective

JULY 9, 2023

MIT published a very fascinating article on this evolving topic. This is one of the reasons that a growing number of web developers are making it a priority to invest in machine learning tools as part of their UX strategies.

Analytics 61

Analytics Analytics Machine Learning Machine Learning 61

ODSC - Open Data Science

OCTOBER 18, 2023

A 2021 VentureBeat analysis suggests that 87% of AI models never make it to a production environment and an MIT Sloan Management Review article found that 70% of companies reported minimal impact from AI projects. Yet despite these difficulties, Gartner forecasts investment in artificial intelligence to reach an unprecedented $62.5

Machine Learning 52

Machine Learning Machine Learning Clustering Data Science 52

ODSC - Open Data Science

OCTOBER 15, 2023

The courses and workshops cover a wide range of topics, from basic data science concepts to advanced machine learning techniques. MIT MIT is a world-renowned university that has been at the forefront of research in artificial intelligence for decades.

Machine Learning 52

Machine Learning Machine Learning Data Pipeline AI 52

AssemblyAI

DECEMBER 1, 2023

Using tools built on top of the LeMUR framework, creators can quickly detect and summarize the key topics discussed in an audio file. The stakes are high for content creators: In 2015, the National Association of the Deaf brought a lawsuit against Harvard University and MIT for publishing videos online without captions.

AI 59

AI AI 59

Towards AI

FEBRUARY 15, 2023

Boltus, The God of AI — A four-episode series of learning to use AI with funny production This Twitter series is a four-episode guide to using AI, covering a range of topics. Scientists from MIT, Google Research, and Stanford University are working to unravel this mystery.

AI 88

AI AI Natural Language Processing Machine Learning 88

NYU Center for Data Science

JULY 21, 2023

NYU, in fact, is “becoming a place that rivals somewhere like MIT that’s always had a longstanding strength in these types of areas,” said Gureckis. “We Having been in this field for almost several decades, the public interest in this topic has remarkably grown in the last several years,” he said.

Data Science 86

Data Science Artificial Intelligence Artificial Intelligence Deep Learning 86

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). What are the recommended best practices when creating a Python package? What are the standards?

Python 246

Python 246

Mlearning.ai

MARCH 1, 2023

Clustering methods are a hot topic in data analisys 2.3 Feel free to skip the initial curious topics. Photo from here 2.1 Intuition or what a model sees Based on length and weight, your brain always visualizes the aircraft as in the chart below. Diagram 1 Phenoms and 57s are both clustered around their respective centroids.

K-nearest Neighbors 52

K-nearest Neighbors Algorithm Clustering Artificial Intelligence 52

AssemblyAI

MAY 25, 2023

or greater An AssemblyAI API key , which can be copied from the AssemblyAI dashboard All code in this blog post is available open source under the MIT license on GitHub under the transcribe-english-punctuation directory of the assemblyai-examples Git repository. or newer The AssemblyAI Python SDK, version 0.3.2

Python 52

Python ML ML Machine Learning 52

Pickl AI

APRIL 19, 2024

Use academic journals, research papers, and online resources from renowned institutions like MIT and Stanford to stay updated on the latest advancements in AI. Start with the basics of programming, then progress to more advanced topics such as data structures, algorithms, and object-oriented programming.

Natural Language Processing 52

Natural Language Processing AI AI Machine Learning 52

AWS Machine Learning Blog

NOVEMBER 7, 2023

Large language models (LLMs) with their broad knowledge, can generate human-like text on almost any topic. Today, we are excited to unveil three generative AI demos, licensed under MIT-0 license : Amazon Kendra with foundational LLM – Utilizes the deep search capabilities of Amazon Kendra combined with the expansive knowledge of LLMs.

AWS 94

AWS AI AI Database 94

DrivenData Labs

MARCH 30, 2023

David Froelicher is a Postdoctoral Researcher at MIT and Broad Institute with expertise in distributed systems, applied cryptography, and genomic privacy. Denis Loginov is a Principal Security Engineer at Broad Institute with the Data Sciences Platform with expertise in application security and cloud computing.

Machine Learning 162

Machine Learning Machine Learning Data Science Algorithm 162

Google Research AI blog

FEBRUARY 14, 2023

Posted by Kendra Byrne, Senior Product Manager, and Jie Tan, Staff Research Scientist, Robotics at Google (This is Part 6 in our series of posts covering different topical areas of research at Google. We also want to thank our external collaborators, including UC Berkeley, Stanford, Gatech, University of Washington, MIT, CMU and U Penn.

Algorithm 139

Algorithm System Architecture Deep Learning Deep Learning 139

Pickl AI

SEPTEMBER 12, 2023

Here are key things to keep in mind: Course Content and Curriculum Review the course syllabus and curriculum to ensure it covers the topics and skills you want to learn. Look for courses that include statistics, Machine Learning, Data Analysis, and relevant programming languages (e.g., Python, R).

Data Science 52

Data Science Data Analyst Machine Learning Machine Learning 52

AWS Machine Learning Blog

MAY 14, 2024

We provide LangChain and AWS SDK code-snippets, architecture and discussions to guide you on this important topic. This capability is important for implementations that require using your existing expert teams in critical, sensitive, or determined topics and themes. Burak is still a research affiliate in MIT.

AWS 86

AWS AI AI Machine Learning 86

Flipboard

MARCH 14, 2023

He covers topics such as effective altruism, philanthropy, global health, and social justice.” (So Dylan “often uses charts, graphs, tables, and quotes from experts and sources to support his arguments,” it continued, but “other Vox writers may have different writing styles and tones depending on their topic and audience.”

AI 123

AI AI 123

ODSC - Open Data Science

APRIL 11, 2023

Speaker: Jacob Andreas, PhD | Assistant Professor | MIT Creating a Custom Vocabulary for NLP tasks using exBERT and spaCY For NLP tasks, the first step is to pre-process text for training. This tutorial is targeted at learners who have experience with neural network models and are interested in gaining a deeper understanding of how they work.

Data Science 96

Data Science Natural Language Processing Data Scientist Big Data 96

ODSC - Open Data Science

FEBRUARY 14, 2023

Galactica was offered as an aid to researchers aiming to publish research results, but users of the public demo prompted it to generate nonsensical topics like “scientific paper” on the benefits of eating crushed glass. Weak Safeguards Safeguards that OpenAI put in place to block undesirable outputs proved easy to break.

Database 124

Database AI AI Natural Language Processing 124

AssemblyAI

MARCH 21, 2023

It may come as no surprise that the attention to this topic of both academic and industry researchers around the world has experienced a growth explosion in the last few years.

AI 126

AI AI Deep Learning Deep Learning 126

AWS Machine Learning Blog

FEBRUARY 8, 2024

An Amazon Simple Notification Service (Amazon SNS) topic to which policy holders’ emails are subscribed for email alerting of claim status and pending actions. AWS Identity and Access Management (IAM) permissions for the preceding resources. agent/ s3://${ARTIFACT_BUCKET_NAME}/agent/ --recursive --exclude ".DS_Store"

AWS 120

AWS AI AI Python 120

Hacker News

FEBRUARY 2, 2023

The closest it gets is a chapter on CP violation (AKA time-reversal violation)—a longtime favorite topic of mine—but from a very particle-physics point of view. The physicists I was around mostly weren’t too interested in such topics—though Richard Feynman was something of an exception. No statistical mechanics. SMP Version 1.0

Machine Learning 164

Machine Learning Machine Learning Algorithm Analytics 164