Analytics Vidhya

SEPTEMBER 22, 2021

This article was published as a part of the Data Science Blogathon Introduction Before explaining the correlation and correlation metrics, I would like you to answer a simple question. The post Different Type of Correlation Metrics Used by Data Scientists appeared first on Analytics Vidhya.

Data Scientist 341

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Analytics Vidhya

JUNE 27, 2022

Introduction Redis is a popular in-memory key-value data store, which is a type of NoSQL database. You can find many articles explaining how Redis can be the all-in-one […]. This article was published as a part of the Data Science Blogathon. Redis is chiefly used as a cache database, but its application does not end there.

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Hacker News

APRIL 10, 2024

Collecting and documenting electrical devices of different types from all around the world; explaining the history of electrical wiring and some of its design principles.

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Analytics Vidhya

JANUARY 27, 2022

Introduction In this article, I will explain linear Regression, one of the machine learning algorithms. After reading this, we will get some basic knowledge about linear Regression, its uses, its types, and so on. This article was published as a part of the Data Science Blogathon. Let us start with the table of contents.

Machine Learning 268

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Data Science Dojo

OCTOBER 23, 2023

What are the different types of LLMs? Vector Similarity Search This video explains what vector databases are and how they can be used for vector similarity searches. Vector databases are a type of database that stores data in the form of vectors. What are some of the real-world applications of LLMs?

Database 370

Database Data Analysis Data Analysis Artificial Intelligence 370

Towards AI

MARCH 17, 2024

Alongside this, there is a second boom in XAI or Explainable AI. Explainable AI is focused on helping us poor, computationally inefficient humans understand how AI “thinks.” We will then explore some techniques for building glass-box or explainable models. Ultimately these definitions end up being almost circular!

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Hacker News

SEPTEMBER 6, 2023

In my experience, people either apply a process of elimination to a set of recent commits, or might sometimes use profiles of the system to explain changes in metrics. It can be hard to figure out why response times are high in Java applications.

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Towards AI

APRIL 12, 2024

The following additions to the end of your prompt can dramatically change the output of the LLM and shows how you can leverage prompt engineering to finesse the type of responses you get. I regularly use this when I’m asking ChatGPT to explain concepts to me or write a short paragraph.

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Flipboard

MARCH 17, 2023

The causes of pediatric cancers’ distinctiveness compared to adult-onset tumors of the same type are not completely clear and not fully explained by …

Machine Learning 86

Machine Learning Machine Learning 86

ODSC - Open Data Science

NOVEMBER 30, 2023

Explainable AI might be the solution everyone needs to develop a healthier, more trusting relationship with technology while expediting essential medical care in a highly demanding world. What Is Explainable AI? Explainable AI (XAI) refers to AI that explains how, where, and why it produces decisions.

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Data Science Dojo

DECEMBER 14, 2023

7 types of statistical distributions with practical examples Statistical distributions help us understand a problem better by assigning a range of possible values to the variables, making them very useful in data science and machine learning. Here are 7 types of distributions with intuitive examples that often occur in real-life data.

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Natural Language Processing Exploratory Data Analysis Machine Learning Machine Learning 195

Hacker News

JANUARY 31, 2024

To the customer they are distinct deliverables, but to you and your team it's a rinse and repeat type scenario with maybe one or two tweaks in each case. Chances are you're about to make a grave error, and I'm going to explain why. }} The first one is straightforward - you add a view, a controller and so on. controller.

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IBM Data Science in Practice

MARCH 7, 2023

It explains why new developments in technology seem to be coming faster and faster. AI Governance bridges the gap between the potential of AI and the humans that are building, monitoring, controlling, explaining, and reporting on the AI systems. This gap is large today, and it is growing quickly. It is driven by four key developments.

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AI AI Data Science Artificial Intelligence 242

Data Science Dojo

MARCH 25, 2024

Further, there is a statement explaining which details and from which cell of the table to retrieve. With MySQL, you can store any type of data: text, numbers, images, audio and video files, and graphics. The query may also include a condition at the end: for example, the action will be performed only under specific circumstances.

Database 195

Database SQL 195

Data Science Dojo

MARCH 25, 2024

Further, there is a statement explaining which details and from which cell of the table to retrieve. With MySQL, you can store any type of data: text, numbers, images, audio and video files, and graphics. The query may also include a condition at the end: for example, the action will be performed only under specific circumstances.

Database 195

Database SQL 195

Dataversity

DECEMBER 8, 2022

Companies collect all types of data from customer interactions, use that data to build AI/ML models, […]. The post How to Transform Customer Experience with Explainable AI appeared first on DATAVERSITY. One way to do so is by using artificial intelligence (AI) and machine learning (ML).

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Data Science Dojo

AUGUST 8, 2023

Master Python’s fundamentals, including variables, data types, control flow, and functions. Here are some common prompt types: Instructional prompts Instructional prompts provide explicit instructions to the model about the desired behavior or response. .'”

Natural Language Processing 221

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Towards AI

NOVEMBER 9, 2023

Develop Your Own Generative Adversarial Networks with This Complete Python Tutorial GANs are a powerful type of generative model that can synthesize new and realistic images. Last Updated on November 10, 2023 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI.

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Python AI AI Data Science 116

Data Science Dojo

DECEMBER 14, 2023

7 types of statistical distributions with practical examples Statistical distributions help us understand a problem better by assigning a range of possible values to the variables, making them very useful in data science and machine learning. Here are 7 types of distributions with intuitive examples that often occur in real-life data.

Data Science 195

Data Science Natural Language Processing AI AI 195

Data Science Dojo

APRIL 26, 2024

Explore the different types of transformer architectures and their uses Tokenization The data input is also tokenized before it enters the model. Moreover, Meta AI offers faster image generation, creating an image as you start typing the details. Tokenization is the process of breaking down the text into smaller words called tokens.

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AI AI Natural Language Processing Azure 417

Data Science Dojo

OCTOBER 18, 2023

The authors used the following sinusoidal. We will explain positional encoding in more detail with an example. We note the position of each word in the sequence. We define d model = 512, which represents the size of the embedding vector of each word (i.e. the vector dimension).

Natural Language Processing 195

Natural Language Processing Data Science Algorithm 195

Dataconomy

JANUARY 2, 2024

Data breach meaning explained A data breach is an event where sensitive, confidential, or protected information is accessed, disclosed, or stolen without authorization. Data breach types Data breaches can manifest in various forms, each presenting distinct challenges and implications.

Data Science 202

Data Science 202

Towards AI

FEBRUARY 27, 2024

LangChain makes this development process much easier by using an easy set of abstractions to do this type of operation and by providing prompt templates. In this article, we will cover prompt templates, why it is important, and how to use them effectively, explained with practical examples.

Machine Learning 105

Machine Learning Machine Learning Data Science AI 105

Towards AI

FEBRUARY 27, 2024

This article explores the methods of semantic chunking, explaining their principles and applications. We will introduce three types of methods: Embedding-basedModel-basedLLM-based Both LlamaIndex and Langchain provide a semantic chunker based on embedding.

AI 105

AI AI Algorithm Machine Learning 105

Mlearning.ai

DECEMBER 31, 2023

Principles of Explainable AI( Source ) Imagine a world where artificial intelligence (AI) not only makes decisions but also explains them as clearly as a human expert. This isn’t a scene from a sci-fi movie; it’s the emerging reality of Explainable AI (XAI). What is Explainable AI? Complexity vs.

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AI AI Machine Learning Machine Learning 52

NYU Center for Data Science

NOVEMBER 9, 2023

Yann LeCun is a renowned deep learning pioneer and one of the most important minds in AI, and over the past few years he has been developing a comprehensive theory of machine learning, centered around “energy-based models,” which he calls “the only way to formalize and understand all model types.”

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Deep Learning Deep Learning Computer Science Computer Science 98

Towards AI

FEBRUARY 2, 2024

There are two major types of data available: qualitative and quantitative data. Types of Data Analysis: Descriptive Analysis Diagnostic Analysis Predictive Analysis Prescriptive Analysis Inferential Analysis Data Analytics: it is the scientific process of transforming data into insights for making better decisions. Those are i.

Data Scientist 115

Data Scientist Data Analysis Data Analysis Analytics 115

Hacker News

JANUARY 25, 2024

I want to visit (open) a file I type the key combination to find a file, and Emacs pops up a list of candidate files in the minibuffer (a special area for to interact with commands). To specify the file I want, I can type some text to filter the list, so if I want to open the file articles/simple/2024-emacs-completion.md

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Towards AI

APRIL 10, 2024

I’ll explain the steps to configure Amazon S3 bucket to store the artifacts, Amazon RDS (Postgres & Mysql) to store metadata, and EC2 instance to host the mlflow server. Create S3 Bucket In my previous blog, I explained the way to create S3 Bucket. Click on Add rule, select Type as Custom TCP, Port as 5000, and Source as 0.0.0.0/0

Database 122

Database Machine Learning Machine Learning AWS 122

Data Science 101

AUGUST 31, 2023

Can you explain how that happened and what preparation you did? What is your ideal type of client? What types of development projects are best suited for Typescript? It includes all existing JS features and it adds a type system with type-checking. That’s when having a type system really saves you time.

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Towards AI

FEBRUARY 14, 2023

Optimizing Pandas: Understanding Data Types and Memory Usage for Efficient Data Processing Photo by shiyang xu on Unsplash Pandas is a popular library in the world of Data Science that makes it easy to work with data using efficient and high-performance tools. Having the correct data types will make your analysis more accurate and efficient.

Data Science 98

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Heartbeat

SEPTEMBER 7, 2023

In the ever-evolving landscape of machine learning and artificial intelligence, understanding and explaining the decisions made by models have become paramount. Enter Comet , that streamlines the model development process and strongly emphasizes model interpretability and explainability. Why Does It Matter?

Machine Learning 52

Machine Learning Machine Learning AI AI 52

phData

FEBRUARY 15, 2024

With its flexibility and range of app types, PowerApps can address a variety of business needs. In this blog, we will explore different app types available in Microsoft PowerApps, discuss their pros and cons, and explain when it is most appropriate to use each one.

Data Modeling 52

Data Modeling Data Models Database 52

Dataconomy

OCTOBER 5, 2023

pic.twitter.com/8GCRoqW0U2 — estesexpress (@estesexpress) October 3, 2023 Nature of the attack : Specific details about the Estes Express Lines Cyber Attack, such as the type of attack (e.g., They encouraged customers to contact their account managers for assistance, preferably through text messages.

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Dataconomy

JANUARY 29, 2024

Just type it in “Browse for me” takes over: Arc Search dives into the web, reading articles from diverse sources like Twitter, newspapers, and sports websites Your personalized news page: In seconds, you get a condensed overview: score, key play, notable events, and relevant links. How does Arc Search work?

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Dataconomy

FEBRUARY 16, 2024

You can decide whether you want to pursue a career in research consulting by learning the answer to the question, “What is a research consultant” This article explains what a research consultant is and what they do. They can interview experts in the industry, research their competitors, and analyze trends.

Computer Science 103

Computer Science Computer Science Analytics Analytics 103

Dataconomy

FEBRUARY 8, 2024

Disney x Epic Games deal explained The collaboration between Disney and Epic Games marks a significant milestone in the realms of gaming and entertainment. Disney buys the Bible rights rumor explained What does the Disney x Epic Games deal mean for the sector? This could inspire other developers to explore new genres and ideas.

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