Data Science Dojo

JANUARY 5, 2024

These models leverage machine learning and particularly deep learning algorithms to understand coding patterns, languages, and structures. Read more about AI tools used for code generation Use Code Llama for coding Code Llama is an artificial intelligence tool designed to assist software developers in their coding tasks.

Machine Learning 150

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 150

Data Science Dojo

OCTOBER 2, 2023

Here’s an example of Wolfram enabling ChatGPT to solve complex integrations. Source: Stephen Wolfram Writings Generate visualizations:  You can ask ChatGPT to generate a plot of a function or to create a map of a specific region. ScholarAI The  ScholarAI  plugin is designed to help people with academic and research-related tasks.

Data Science 497

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Data Science Connect

JULY 22, 2023

This innovative AI model is poised to transform the way we interact with text and images, promising to revolutionize various applications, from content generation to creative design. One of the remarkable features of CM3Leon is its ability to understand and emulate writing styles.

Data Scientist 130

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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. We will also discuss the different applications of LLMs, such as machine translation, question answering, and creative writing. So what are you waiting for?

Natural Language Processing 195

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Data Science Dojo

SEPTEMBER 15, 2023

These hallucinations may appear convincing due to LLMs’ ability to generate coherent text, relying on statistical patterns to ensure grammatical and semantic accuracy within the given prompt. Another instance involved Meta’s demonstration of Galactica, an LLM designed for scientific researchers and students.

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AI AI Data Quality Algorithm 365

Dataconomy

APRIL 12, 2024

These prompts can vary widely, from straightforward questions to complex sets of instructions, fundamentally designed to navigate the AI’s response mechanism. This evolution reflects a deeper comprehension of machine learning models and their interaction patterns.

Artificial Intelligence 103

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 103

O'Reilly Media

OCTOBER 17, 2023

Although I agree that designing good prompts for AI is an important skill, Agarwal overstates his case. Designing and writing software systems that generate prompts automatically. Designing automated prompting systems is clearly important. Neither are many of the other patterns that create effective prompts.

AI 100

AI AI Database Python 100

Smart Data Collective

MARCH 30, 2022

Before anything, you need to learn about the Data Lake Storage Gen2 solution, including its features, prices, and overall design. Such factors might assist you in identifying a good migration pattern and selecting the best tools for the process. Lift and shift pattern. This is the most basic pattern. Then, move your data.

Data Lakes 102

Data Lakes Azure Big Data Analytics Big Data Analytics 102

Data Science Dojo

DECEMBER 4, 2023

Plus, removing backgrounds from pictures is now a breeze, helping photographers and designers make their images stand out. OpenAI’s GPT-4: Transforming text generation OpenAI’s GPT-4 is like a smart assistant who can write convincingly, translate languages, and even answer your questions.

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Becoming Human

APRIL 19, 2024

The use of Generative AI is one of the most exciting technological developments that is changing the pattern for software development. Understanding Generative AI: A branch of artificial intelligence known as “generative AI” is centered on producing original data or content rather than exclusively using pre-established patterns.

AI 103

AI AI Artificial Intelligence Artificial Intelligence 103

O'Reilly Media

APRIL 9, 2024

We quickly run into an extension of Kernighan’s Law : debugging is twice as hard as writing code. So if you write code that’s at the limits of your understanding, you’re not smart enough to debug it. Humans have to test and debug code that they didn’t write all the time; that’s called “maintaining legacy code.” Language nothing.

AI 77

AI AI ML ML 77

IBM Journey to AI blog

FEBRUARY 13, 2024

The compact design and touch-based interactivity seemed like a leap into the future. Design content, ad campaigns and innovative products that build better customer experiences. Generative AI uses advanced machine learning algorithms and techniques to analyze patterns and build statistical models.

AI 126

AI AI Natural Language Processing Artificial Intelligence 126

Dataconomy

FEBRUARY 28, 2024

This teaches the AI system how to recognize patterns or make predictions. Unlike traditional software that sticks to rigid instructions, ML systems analyze data and identify patterns. Much of the initial effort involves cleaning and organizing data, the essential fuel for AI.

AI 182

AI AI Natural Language Processing Machine Learning 182

IBM Journey to AI blog

NOVEMBER 24, 2023

Blueprint/Design phase activities change based on the modernization strategy (from decomposing application and leveraging domain-driven design or establish target architecture based on new technology to build executable designs). Subsequent phases are build and test and deploy to production.

AI 97

AI AI Data Quality 97

Flipboard

JANUARY 5, 2024

We’re designing true experiments that explore prescriptive questions about the ways the technology should be deployed as an instructional tool — this is a key element of advancing teaching and learning in higher ed. Our goal is to understand how the patterns of usage shape the interpersonal dynamics of the group members.

AI 164

AI AI Artificial Intelligence Artificial Intelligence 164

Flipboard

JUNE 13, 2023

For instance, we’ve used LLM models, including ChatGPT, with a fair amount of success to assist with internal tasks like migrating from one programming language to another, helping developers understand legacy code written by other colleagues, or writing functions for converting data formats. It’s one of the things GPT does extremely well.

AI 175

AI AI 175

Data Science Dojo

JANUARY 19, 2023

Create a script: Next, you will need to write a script for your video that explains the data and its significance. Design the visual elements: After you have a script, you can begin designing the visual elements of your video. Animating data: With your data imported into After Effects, you can begin animating it.

Data Science 195

Data Science Machine Learning Machine Learning Data Visualization 195

Hacker News

JANUARY 26, 2024

Do Instagram's dark patterns go well with Meta's mission to "bring the world closer together"? Asana is a project management tool. It is helping humanity, somehow? At best, Lyft is a better taxi service, but no, that'd be too uninspiring. Personally, I haven't seen it happen.

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Data Science Dojo

AUGUST 22, 2023

Retail and eCommerce A large language model can be used to analyze customer data, such as past purchases, browsing history, and social media activity, to identify patterns and trends. For example, an LLM could be used to identify patterns in medical images that are indicative of a particular disease. 10 industries and LLM Use-Cases 2.

Natural Language Processing 195

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Towards AI

APRIL 2, 2024

Steps Involved in the Data Analysis Process (General Steps to Follow as a Data Analyst) Gather the data in any spreadsheet or database and gain a basic understanding of the data that you have using any statistical techniques or by writing SQL Queries. Is there any pattern that transactions and total bills have if any?

Data Analysis 84

Data Analysis Data Analysis Data Analyst Power BI 84

DrivenData Labs

MARCH 26, 2024

The Pale Blue Dot: Visualization Challenge was designed enable a broader, more diverse audience to engage with Earth observation data. Check out EE Frog's full write-up and solution in the competition repo. She also works as a project manager and UI/UX designer for an international company.

Power BI 264

Power BI Data Scientist Python Machine Learning 264

Data Science Dojo

AUGUST 2, 2023

This is done by using machine learning to analyze large amounts of data and identify patterns that may indicate a potential attack. Threat detection: Advanced pattern recognition and anomaly detection AI-driven threat detection systems leverage machine learning algorithms to overcome the limitations of traditional methods.

AI 195

AI AI Algorithm Machine Learning 195

Flipboard

MARCH 24, 2023

Artificial intelligence refers to computer systems designed to perform tasks that usually require human intelligence, such as recognizing speech, identifying patterns or making decisions. It can also write the same script in Spanish or dozens of other languages. But first things first. What is artificial intelligence (AI)?

Artificial Intelligence 147

Artificial Intelligence Artificial Intelligence AI AI 147

Becoming Human

MAY 15, 2023

LLMs are designed to process vast amounts of text data and use advanced neural network architectures to learn the patterns and relationships between words, phrases, and concepts in natural language. If you are interested in learning more about how NLP works, you can learn how to write Python code.

Machine Learning 124

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 124

Data Science Dojo

JUNE 20, 2023

For example, generative AI can be used to generate marketing copy, create product designs, and write code. This allows them to learn general patterns in data, which can then be used to generate new content. This can free up employees to focus on more strategic and creative work and help businesses save time and money.

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AI AI Artificial Intelligence Artificial Intelligence 221

Data Science Dojo

DECEMBER 4, 2023

Plus, removing backgrounds from pictures is now a breeze, helping photographers and designers make their images stand out. OpenAI’s GPT-4: Transforming text generation OpenAI’s GPT-4 is like a smart assistant who can write convincingly, translate languages, and even answer your questions.

AI 195

AI AI Artificial Intelligence Artificial Intelligence 195

Towards AI

AUGUST 16, 2023

Thus, changes are usually a result of outcomes of various steps in the process rather than customer/system requirements, so it is important to design the system in ways that will not require a total reconstruction if experimental results suggest a different approach. There will always be experimental parts that will be constantly changing.

Machine Learning 94

Machine Learning Machine Learning AI AI 94

Dataconomy

FEBRUARY 26, 2024

What are the resource utilization patterns (CPU, memory, network) under load? I/O Operations: Excessive I/O operations, such as reading and writing to disk or external services, can be a bottleneck, especially if they are not asynchronous or optimized. Does the application perform consistently over time? Image credit ) 4.

Database 113

Database Algorithm AI AI 113

Towards AI

JULY 21, 2023

AI correcting maths by harnessing human psychology Image Source: Bing Image Creator “The brains of humans contain a mechanism that is designed to give priority to bad news.” — Daniel Kahneman “Thinking, Fast and Slow” is a New York Times best-seller book by psychologist and Nobel Laureate Daniel Kahneman. Finding a trend or pattern.

AI 95

AI AI Database Artificial Intelligence 95

IBM Journey to AI blog

DECEMBER 4, 2023

Some airlines are already using generative AI in communications and customer service operations, including automating translations of texts, producing marketing materials and writing copies. Create digital twins : Aircraft designers and MRO companies frequently create virtual models of products or systems.

AI 74

AI AI Machine Learning Machine Learning 74

Dataconomy

NOVEMBER 21, 2023

Features of Imgcreator AI Imgcreator AI offers a suite of features designed to cater to various image editing and creation needs. The key is to write detailed prompt. As the stream moves from left to right, it aligns and organizes into structured patterns, representing the process of recovering and restoring data. Hit “Create.”

AI 103

AI AI Artificial Intelligence Artificial Intelligence 103

Flipboard

OCTOBER 23, 2023

It can help a teacher plan math lessons, or write a variety of math problems geared toward different levels of instruction. It can even show new computer programmers sample code, allowing them to skip over the boring chore of learning how to write basic code. University of Washington’s computer ethics class, taught by Prof.

Computer Science 140

Computer Science Computer Science AI AI 140

Becoming Human

FEBRUARY 1, 2023

They are typically trained on a large dataset of text, such as books, articles, and websites, and use algorithms and techniques such as natural language processing (NLP) and machine learning to learn the patterns and relationships between words and phrases.

Machine Learning 90

Machine Learning Machine Learning Natural Language Processing Artificial Intelligence 90

AWS Machine Learning Blog

MARCH 1, 2024

When exploring AWS CCI capabilities with Amazon Lex and Genesys Cloud, you may be unsure of where to start on your bot design journey. To assist those who may be starting with a blank canvas, Amazon Lex provides the Amazon Lex automated chatbot designer. The pattern of the bus name should look like aws.partner/genesys.com/*.

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AWS ML ML Analytics 96

Data Science Dojo

FEBRUARY 20, 2024

Very basic use cases include generating interview questions, creating job postings, and assisting in writing performance reviews. Using datasets and algorithms, AI can help generate adaptable educational content based on analyzing each learner’s learning patterns, strengths, and areas of improvement.

AI 195

AI AI Artificial Intelligence Artificial Intelligence 195

Towards AI

APRIL 22, 2024

Coined in 2011, it was designed to function in distributed clusters similar to NoSQL databases, they have a relational model that complies with ACID properties and supports SQL query semantics. NoSQL Databases: Designed for semi-structured or unstructured data that have flexible schemas, enabling quick development and schema evolution.

Database 93

Database SQL Clustering Big Data 93

Pickl AI

JULY 17, 2023

One of the unique features of generative AI is that it can autonomously generate outputs based on patterns and examples from existing data. It utilises machine learning techniques, such as deep neural networks, to learn and mimic the patterns and characteristics of the provided data. It creates or generates new content.

AI 52

AI AI Artificial Intelligence Artificial Intelligence 52