Data Science Dojo

FEBRUARY 14, 2024

Generating educational content that can help explain complex topics in a simple manner. Assisting in programming by providing code explanations or generating code snippets based on a given prompt. It can write essays, create content, and even code to some extent. Feature InstructGPT GPT-3.5 Capabilities : GPT-3.5

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Data Science Dojo

MARCH 31, 2023

Artificial intelligence (AI), machine learning (ML), and data science have become some of the most significant topics of discussion in today’s technological era. With the help of generative AI, researchers can generate high-quality medical images that can help in the diagnosis and treatment of various medical conditions.

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Dataconomy

SEPTEMBER 18, 2023

Whether you’re a seasoned writer or a newbie, AI can help you overcome writer’s block and produce high-quality content at a faster rate. AI coding assistants can provide real-time code suggestions, automate repetitive tasks, and even help debug your code.

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IBM Journey to AI blog

MAY 9, 2023

By empowering employees with automation and AI technologies like machine learning , deep learning , and natural language processing , IT organizations can narrow skills gaps and enable developers to write quality code with greater efficiency. Learn more about IBM Watson Code Assistant. Powered by IBM watsonx.ai

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Ines Montani

FEBRUARY 16, 2024

I’ve done quite a bit of conference speaking over the years, and I love designing slides and coming up with a new visual theme for each topic. Pro tip: Presenting code with syntax highlighting When presenting code on your slides, you want it to be clear and easily understood.

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Data Science Dojo

JUNE 26, 2023

In time, you will become familiar with a wide range of topics, and you will be able to answer questions about them and discuss them in meaningful and logical ways. As part of its development, OpenAI developed the GPT-3 code which has now been licensed to Microsoft for modification and usage. AI chatbot ChatGPT is based on GPT-3.5,

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AssemblyAI

MAY 8, 2024

Nano tier: This tier is our newest offering that provides high-quality Speech-to-Text at an accessible price point. The Nano tier works well for content generation, topic detection, and more, and is ideal for those that require cost efficiency or want to test out Speech-to-Text models in a low-cost way. hour Starts at $0.12/hour

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IBM Journey to AI blog

NOVEMBER 21, 2023

One of the functions of Kafka is to decouple consuming and producing applications, so that they communicate via a Kafka topic rather than directly. Using a schema registry increases the quality of your data and ensures data remain consistent, by enforcing rules for schema evolution. Kafka does not examine the metadata of your messages.

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phData

JANUARY 8, 2024

However, the messages users send (prompts) are directly correlated with the quality of the output of these models. For instance, you can instruct the LLM to provide a concise answer or avoid certain topics. With the proper prompts, generating human-like content that’s relevant and high quality is a breeze.

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Data Science Dojo

SEPTEMBER 20, 2023

Significance of Falcon AI The performance of Large Language Models is intrinsically linked to the data they are trained on, making data quality crucial. Falcon’s training data was meticulously crafted, featuring extracts from high-quality websites, sourced from the RefinedWeb Dataset.

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AssemblyAI

MAY 27, 2024

In this tutorial, we'll learn how you can use Python and state-of-the-art AI models to automatically perform content moderation on audio files at scale with just a few lines of code.  And in some places, the air quality warnings include the warning to stay inside. What makes this particularly harmful? Timestamp: 56.3s - 85.4s

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AWS Machine Learning Blog

NOVEMBER 15, 2023

As a first step, they wanted to transcribe voice calls and analyze those interactions to determine primary call drivers, including issues, topics, sentiment, average handle time (AHT) breakdowns, and develop additional natural language processing (NLP)-based analytics. Each year, Principal handles millions of calls and digital interactions.

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Data Science Dojo

AUGUST 18, 2023

Let’s crack the code of large language models! They are trained on large datasets of text and code, which allows them to learn the patterns of human language. ChatGPT is trained on a massive dataset of text and code, which allows it to learn the patterns of human conversation. So what are you waiting for?

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ODSC - Open Data Science

SEPTEMBER 28, 2023

The Implications of Scaling Airflow Wondering why you’re spending days just deploying code and ML models? Read about Airflow’s limitations at scale, aka its inability to accommodate diverse infrastructure, trigger criteria, and code structure. This all leads to the more pythonic way to orchestrate code: Prefect.

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AWS Machine Learning Blog

MAY 15, 2024

Multiple-choice questions require substantial time to generate quality distractors and ensure a single unambiguous answer, and composing effective true-false questions demands careful effort to avoid vagueness and assess deeper understanding. Ensure each question spans a wide range of topics to cover the book comprehensively.

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Data Science Dojo

DECEMBER 20, 2023

It can be loaded into the agent tools like: Python-REPL tool: Allows agents to execute Python code. Their expertise ensures accurate and efficient communication across diverse languages. Quality assurance and validation Ensuring the accuracy and quality of language-related services is a core responsibility.

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DrivenData Labs

NOVEMBER 14, 2023

So get started exploring the many ways Earth observation data can improve quality of life around the world! Landsat imagery has a wide variety of SDG applications, from mapping cropland worldwide to monitoring water quality in Belize to using land more efficiently for agriculture in Chile.

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Towards AI

MAY 14, 2024

Created by the author with DALL E-3 Machine learning has become very popular in the world of technology, this is evidenced as witnessed in social media with topics like deep learning, artificial intelligence and machine learning dominating the conversation when it comes to technology-related topics.

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Dataconomy

APRIL 19, 2023

This might come in handy in real-life scenarios, such as: Writing codes, Building an app, Ordering a pizza, Researching, Preparing podcasts, Making your Google Workspace better, Philosophizing, and Destroying humanity How is AutoGPT accomplishing these? Massive Update for Auto-GPT: Code Execution! Keep reading and find out!

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IBM Data Science in Practice

MARCH 8, 2023

He advocates for the following: “Instead of focusing on the code, companies should focus on developing systematic engineering practices for improving data in ways that are reliable, efficient, and systematic. By breaking open the black box of AI , teams can identify issues with poor-quality or biased models and take appropriate action.

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Dataconomy

AUGUST 7, 2023

Artificial intelligence manifests itself in myriad forms, from crafting intricate pieces of art through image generation to coding sophisticated algorithms, a new frontier emerges that seamlessly blends AI’s creativity with one of humanity’s core pursuits: education. What is Doctrina AI? ” Then, select the difficulty level.

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Data Science Dojo

FEBRUARY 17, 2023

Introducing and socializing with like-minded together Tech jobs, coding, and working in data science can be lonely, especially these days when many data scientists work remotely. Q&A sessions in communities may provide data scientists with the opportunity to learn more about certain topics.

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Data Science Dojo

FEBRUARY 17, 2023

Introducing and socializing with like-minded together Tech jobs, coding, and working in data science can be lonely, especially these days when many data scientists work remotely. There is possibility Q&A sessions in communities provide the opportunity for data scientists to find out more about certain topics.

Data Science 195

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Towards AI

MAY 7, 2024

A collaboration between Nvidia and UPenn released DrEureka, a new open-source model that uses an LLM agent to write code for training robots in simulation and then write further code to transfer to real-world deployment. He foresees AI developing into highly efficient assistants that effortlessly perform tasks and provide solutions.

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Mlearning.ai

JUNE 16, 2023

Stage3: Developing software The product (imagine product is a suite of custom code generated, supporting infrastructure and other related artifacts) is implemented, either with programming or low-code solution. unit test), some done by quality assurance (e.g.

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AssemblyAI

JANUARY 24, 2024

This practice makes it difficult to truly understand the thinking and behavior of high-quality leads.  Audio Intelligence models such as Summarization, Topic Detection, and Sentiment Analysis, as well as frameworks for applying LLMs to spoken data like LeMUR , can be used to help build such tools. Read here

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AWS Machine Learning Blog

AUGUST 29, 2023

Solution overview The following figure illustrates the proposed target MLOps architecture for enterprise batch inference for organizations who use GitLab CI/CD and Terraform infrastructure as code (IaC) in conjunction with AWS tools and services. SageMaker Pipelines serves as the orchestrator for ML model training and inference workflows.

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The MLOps Blog

SEPTEMBER 7, 2023

Have you ever talked to your Front-end or Back-end engineer peers and noticed how much they care about code quality? Writing legible, reusable, and efficient code has always been a challenge in the software development community. Data Scientists and ML Engineers typically write lots and lots of code.

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AWS Machine Learning Blog

JANUARY 5, 2024

Artificial intelligence (AI) and machine learning (ML) offerings from Amazon Web Services (AWS) , along with integrated monitoring and notification services, help organizations achieve the required level of automation, scalability, and model quality at optimal cost. Save model: This step creates a model from the trained model artifacts.

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IBM Journey to AI blog

NOVEMBER 13, 2023

They are often built on legacy code, which can be poorly written and annotated. Their successors may find it very hard to understand the code that’s been written, blocking the progress to making changes. This can lead to performance improvements and scalability, but it involves some level of code adaptation.

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ODSC - Open Data Science

FEBRUARY 22, 2024

8 AI Research Labs Pushing the Boundaries of Artificial Intelligence These eight AI research labs are designing the future of the field of data science, ranging from developing new LLMs to using AI to improve quality of life. Here’s a bit more on why that’s the case. We’ll also touch upon details of their book and what went into writing it.

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Dataconomy

OCTOBER 16, 2023

Whether you’re tasked with writing blog posts, creating captivating social media captions, or even describing products, Jenni AI steps in to generate high-quality content in mere minutes. This ensures a high-quality AI chat experience that feels truly human. It’s the place for unfiltered discussions.

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Dataconomy

JULY 4, 2023

It guarantees the provision of high-quality responses, promoting a lifelike conversational interaction. Lyle is also capable of producing original stuff, including code and scripts. These include, among many other capabilities, trip planning, fact-checking, proofreading, code testing, and giving advice and direction.

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AWS Machine Learning Blog

MARCH 14, 2024

However, adoption of these FMs involves addressing some key challenges, including quality output, data privacy, security, integration with organization data, cost, and skills to deliver. When applying these approaches, we discuss key considerations around potential hallucination, integration with enterprise data, output quality, and cost.

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Google Research AI blog

FEBRUARY 22, 2023

Today, in “ Suppressing Quantum Errors by Scaling a Surface Code Logical Qubit ”, published in Nature , we are announcing that we have reached the second milestone on our roadmap. Quantum error correction with surface codes How does an error-correcting code protect information? Surface-code QEC.

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ODSC - Open Data Science

FEBRUARY 15, 2024

For instance, in customer service, education, or mental health support, where the quality of interaction can significantly impact user experience, training LLMs with this dataset can enhance the warmth and empathy in AI responses. Anthropic HH Golden The Anthropic HH Golden dataset is a collection of high-quality human-human conversations.

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AWS Machine Learning Blog

APRIL 25, 2024

The challenge Finding the optimal method to evaluate summary quality remains an open challenge. Use it as a baseline or benchmark for summary quality related to content selection. By using ROUGE metrics in these contexts, stakeholders can quantitatively evaluate the quality and effectiveness of summary generation processes.

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