Data Science Dojo

AUGUST 3, 2023

Chroma is an AI-native open-source embedding database. Faiss is a library for efficient similarity search and clustering of dense vectors. They are used in a variety of AI applications, such as image search, natural language processing, and recommender systems.

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Data Science Dojo

AUGUST 18, 2023

Large language models (LLMs) are AI models that can generate text, translate languages, write different kinds of creative content, and answer your questions in an informative way. They are trained on massive amounts of text data, and they can learn to understand the nuances of human language.

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Data Science Dojo

FEBRUARY 3, 2023

In this blog post, we’ll explore five project ideas that can help you build expertise in computer vision, natural language processing (NLP), sales forecasting, cancer detection, and predictive maintenance using Python. One project idea in this area could be to build a facial recognition system using Python and OpenCV.

Data Science 195

Data Science Python Machine Learning Machine Learning 195

Dataconomy

SEPTEMBER 22, 2023

Databases are the unsung heroes of AI Furthermore, data archiving improves the performance of applications and databases. How can AI help with data archiving? Artificial intelligence (AI) can be used to automate and optimize the data archiving process. There are several ways to use AI for data archiving.

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Data Science Dojo

JUNE 20, 2023

A large language model, referred to as an LLM, is an advanced machine learning algorithm capable of identifying, condensing, translating, predicting, and generating various forms of text and content using extensive datasets. These expansive language models represent a highly effective utilization of transformer models.

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Natural Language Processing Data Science AI AI 195

NYU Center for Data Science

JUNE 30, 2023

Results from the study “ Health system-scale language models are all-purpose prediction engines ” published in the journal Nature show that the AI program can predict 80% of readmitted, roughly 5% better than the standard, non-LLM computer model. It is possible that AI technologies would have bias toward minority groups.

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AI AI Natural Language Processing Artificial Intelligence 94

Women in Big Data

DECEMBER 13, 2023

The Bay Area Chapter of Women in Big Data (WiBD) hosted its second successful episode on the NLP (Natural Language Processing), Tools, Technologies and Career opportunities. We are hearing about NLP, LLMs, ChatGPT and Generative AI a lot ! Computational Linguistics is rule based modeling of natural languages.

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Natural Language Processing Big Data Big Data Computer Science 52

ODSC - Open Data Science

JUNE 7, 2023

If you are unable to join us at the Tobacco Dock this June, we’ll be hosting lots of engaging training sessions, workshops, and talks on our virtual platform. Check out our confirmed sessions below.

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Apache Kafka Machine Learning Machine Learning Data Science 52

Pickl AI

JULY 18, 2023

The AI domain is expanding and is actively penetrating across different business niches. Companies are actively deploying AI technologies to run their businesses smoothly. At the same time, they are also actively hiring professionals with AI expertise. Who is an AI Architect? from 2023 to 2030. Lakhs to ₹ 56.7

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Mlearning.ai

APRIL 8, 2023

Charting the evolution of SOTA (State-of-the-art) techniques in NLP (Natural Language Processing) over the years, highlighting the key algorithms, influential figures, and groundbreaking papers that have shaped the field. Evolution of NLP Models To understand the full impact of the above evolutionary process.

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Towards AI

JUNE 27, 2023

In the rapidly expanding field of artificial intelligence (AI), machine learning tools play an instrumental role. Already a multi-billion-dollar industry, AI is having a profound impact on every aspect of life, business, and society.

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Machine Learning Machine Learning ML ML 95

Dataconomy

JUNE 13, 2023

Decision intelligence is an innovative approach that blends the realms of data analysis, artificial intelligence, and human judgment to empower businesses with actionable insights. Think of decision intelligence as a synergy between the human mind and cutting-edge algorithms. What is decision intelligence?

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Power BI Artificial Intelligence Artificial Intelligence Data Analysis 103

Towards AI

MAY 2, 2023

Last Updated on May 9, 2023 by Editorial Team Author(s): Sriram Parthasarathy Originally published on Towards AI. In this post, we explore the concept of querying data using natural language, eliminating the need for SQL queries or coding skills. Use plain English to build ML models to identify profitable customer segments.

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ML ML Natural Language Processing Clustering 80

Heartbeat

AUGUST 23, 2023

But what if there was a technique to quickly and accurately solve this language puzzle? Enter Natural Language Processing (NLP) and its transformational power. But what if there was a way to unravel this language puzzle swiftly and accurately? But exactly what is NLP , and how can it facilitate legal discovery?

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Hacker News

NOVEMBER 15, 2023

To understand the latest advance in generative AI , imagine a courtroom. Like a good judge, large language models ( LLMs ) can respond to a wide variety of human queries. Like a good judge, large language models ( LLMs ) can respond to a wide variety of human queries. So, What Is Retrieval-Augmented Generation?

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Database AI AI Natural Language Processing 181

Mlearning.ai

AUGUST 2, 2023

Harnessing the Power of Diverse Hardware One of the key advantages of Fully Sharded Data Parallelism is its ability to leverage a mix of powerful GPUs, TPUs, or other specialised hardware in training clusters. Embrace the power of Fully Sharded Data Parallelism and unlock the full potential of your language models.

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ODSC - Open Data Science

FEBRUARY 17, 2023

Natural language processing (NLP) has been growing in awareness over the last few years, and with the popularity of ChatGPT and GPT-3 in 2022, NLP is now on the top of peoples’ minds when it comes to AI. Companies are finding NLP to be one of the best applications of AI regardless of industry.

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ODSC - Open Data Science

AUGUST 15, 2023

Advancements in data science and AI are coming at a lightning-fast pace. Full-Stack Machine Learning for Data Scientists Hugo Bowne-Anderson, PhD | Head of Data Science Evangelism and Marketing | Outerbounds This session will address the issue of how to make the life cycle of a machine learning project a repeatable process.

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Machine Learning Machine Learning Data Science Data Scientist 52

Smart Data Collective

JUNE 4, 2021

Some of the applications of data science are driverless cars, gaming AI, movie recommendations, and shopping recommendations. It is a branch of artificial intelligence. Clustering (Unsupervised). With Clustering the data is divided into groups. The below image shows a group of clusters along with their centers.

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Data Science Exploratory Data Analysis Machine Learning Machine Learning 104

AWS Machine Learning Blog

OCTOBER 5, 2023

Our high-level training procedure is as follows: for our training environment, we use a multi-instance cluster managed by the SLURM system for distributed training and scheduling under the NeMo framework. He is passionate about applying machine learning, optimization, and generative AI techniques to various real-world problems.

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AWS Machine Learning Machine Learning Deep Learning 97

PyImageSearch

MARCH 30, 2023

As a subfield of artificial intelligence, machine learning sidesteps some of the more profound and philosophical AI questions, focusing instead on learning and training methods that result in efficient machines for various applications.

Machine Learning 56

Machine Learning Machine Learning Deep Learning Deep Learning 56

ODSC - Open Data Science

APRIL 21, 2023

Generative AI has the world on fire. That’s why at ODSC East, generative AI will be one of the hot topics to be discussed in our talks, workshops, tutorials, and more. Let’s take a look at what’s in store for you at ODSC East this May 9th-11th and what you’ll learn about generative AI when you attend.

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IBM Journey to AI blog

APRIL 18, 2024

While AGI remains theoretical, organizations can take proactive steps to prepare for its arrival by building a robust data infrastructure and fostering a collaborative environment where humans and AI work together seamlessly. NLP techniques help them parse the nuances of human language, including grammar, syntax and context.

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AI AI Computer Science Computer Science 97

ODSC - Open Data Science

JANUARY 29, 2024

The role of prompt engineer has attracted massive interest ever since Business Insider released an article last spring titled “ AI ‘Prompt Engineer Jobs: $375k Salary, No Tech Backgrund Required.” While many of us dream of having a job in AI that doesn’t require knowing AI tools and skillsets, that’s not actually the case.

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Data Science Machine Learning Machine Learning Natural Language Processing 52

Dataconomy

FEBRUARY 28, 2023

Artificial intelligence (AI) and machine learning (ML) have become increasingly important in today’s world due to the growth of digitization and the explosion of data available. With this growth comes the need for more advanced algorithms and models to process and analyze this data. How do LSTMs work?

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Deep Learning Deep Learning Natural Language Processing ML 70

Pickl AI

AUGUST 3, 2023

These algorithms have shown remarkable success in solving a wide range of complex tasks, such as image recognition, natural language processing, speech recognition, and more. At the core of Deep Learning is the artificial neural network (ANN), which is inspired by the structure and function of the human brain.

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Deep Learning Deep Learning Machine Learning Machine Learning 52

Pickl AI

MAY 10, 2023

Machine Learning is a subset of Artificial Intelligence and Computer Science that makes use of data and algorithms to imitate human learning and improving accuracy. ML algorithms fall into various categories which can be generally characterised as Regression, Clustering, and Classification. What is Classification?

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Clustering Decision Trees Machine Learning Machine Learning 52

Google Research AI blog

DECEMBER 7, 2022

Posted by Malaya Jules, Program Manager, Google This week, the premier conference on Empirical Methods in Natural Language Processing (EMNLP 2022) is being held in Abu Dhabi, United Arab Emirates. We are proud to be a Diamond Sponsor of EMNLP 2022, with Google researchers contributing at all levels.

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Natural Language Processing Artificial Intelligence Artificial Intelligence Clustering 52

Towards AI

MAY 3, 2023

Last Updated on May 9, 2023 by Editorial Team Author(s): Sriram Parthasarathy Originally published on Towards AI. This code can cover a diverse array of tasks, such as creating a KMeans cluster, in which users input their data and ask ChatGPT to generate the relevant code.

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ML ML Machine Learning Machine Learning 81

AWS Machine Learning Blog

MAY 3, 2023

Furthermore, SageMaker Processing provides an API interface for running, monitoring, and evaluating the workload. Running SageMaker Processing jobs takes place fully within a managed SageMaker cluster, with individual jobs placed into instance containers at run time.

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Pickl AI

JULY 18, 2023

Transitioning to data science provides an opportunity for continuous learning and professional growth, as you can stay up-to-date with the latest advancements in data analysis, machine learning, and artificial intelligence. Learn about supervised and unsupervised learning, regression, classification, clustering, and evaluation metrics.

Computer Science 52

Computer Science Computer Science Data Science Machine Learning 52

Pickl AI

MARCH 13, 2023

INTRODUCTION Machine Learning is a subfield of artificial intelligence that focuses on the development of algorithms and models that allow computers to learn and make predictions or decisions based on data, without being explicitly programmed. WHAT IS CLUSTERING? Those groups are referred to as clusters.

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Clustering Algorithm Machine Learning Machine Learning 52

Dataconomy

APRIL 4, 2023

LaMDA, GPT, and more… Nowadays, everyone talking about AI models and what they are capable of. The use of AI models is expanding rapidly across all industries. AI’s capacity to find solutions to difficult issues with minimal human input is a major selling point for the technology. What is an AI model?

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K-nearest Neighbors Decision Trees AI AI 91

Dataconomy

APRIL 4, 2023

LaMDA, GPT, and more… Nowadays, everyone talking about AI models and what they are capable of. The use of AI models is expanding rapidly across all industries. AI’s capacity to find solutions to difficult issues with minimal human input is a major selling point for the technology. What is an AI model?

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K-nearest Neighbors Decision Trees AI AI 91

Pickl AI

MAY 31, 2023

Accordingly, there are many Python libraries which are open-source including Data Manipulation, Data Visualisation, Machine Learning, Natural Language Processing , Statistics and Mathematics. After that, move towards unsupervised learning methods like clustering and dimensionality reduction.

Data Science 52

Data Science Python Data Scientist Machine Learning 52

Flipboard

NOVEMBER 17, 2023

Generative AI models have the potential to revolutionize enterprise operations, but businesses must carefully consider how to harness their power while overcoming challenges such as safeguarding data and ensuring the quality of AI-generated content. This type of data is often used in ML and artificial intelligence applications.

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K-nearest Neighbors AWS Clustering Database 126

IBM Journey to AI blog

DECEMBER 20, 2023

That’s why diversifying enterprise AI and ML usage can prove invaluable to maintaining a competitive edge. ML is a computer science, data science and artificial intelligence (AI) subset that enables systems to learn and improve from data without additional programming interventions. What is machine learning?

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