ODSC - Open Data Science

JANUARY 10, 2024

Learn more about our first-announced sessions coming to the event this April 23rd-25th below. How do we figure out what is causal and what isn’t, with a brief introduction to methods of structure learning and causal discovery? Get practical experience and return to work ready to start implementing these concepts in your daily work.

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Heartbeat

FEBRUARY 29, 2024

Over the years, we’ve witnessed significant milestones in programming languages, each bringing about transformative changes in how we write code and build software systems. We’ll explore how LLMs reshape how we write code, their potential for increasing developer productivity, and what lies beyond LLMs in the ever-evolving programming world.

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IBM Journey to AI blog

FEBRUARY 13, 2024

Generative AI represents a significant advancement in deep learning and AI development, with some suggesting it’s a move towards developing “ strong AI.” Generative AI uses advanced machine learning algorithms and techniques to analyze patterns and build statistical models. Automate tedious, repetitive tasks.

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ODSC - Open Data Science

JULY 18, 2023

Understanding AI Coding Programs Microsoft Copilot is an AI-powered coding assistant that uses machine learning models trained on a vast amount of code repositories to provide intelligent code suggestions and completions in real-time. This is done by AI identifying bugs and suggesting fixes.

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Heartbeat

JANUARY 9, 2024

Solving these concerns entails creating procedures and techniques to guarantee that these potent language models perform as intended and provide accurate results in practical applications. We must create new tools and best practices to manage the LLM application lifecycle to address these issues. What is LLMOps?

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Iguazio

DECEMBER 14, 2023

Drawing from their extensive experience in the field, the authors share their strategies, methodologies, tools and best practices for designing and building a continuous, automated and scalable ML pipeline that delivers business value. Why Did the Authors Decide to Write this Book? The book is poised to address these exact challenges.

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ODSC - Open Data Science

FEBRUARY 9, 2023

Nina Zumel and John Mount, Practical Data Science with R, 2nd Ed. That responsibility usually falls in the hands of a role called Machine Learning (ML) Engineer. They would probably want to give the writing at least one polish, to make it more readable and comprehensible for the editor.

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The MLOps Blog

JANUARY 11, 2023

They can help to ensure that machine learning models are developed and deployed efficiently and that they remain reliable and accurate over time. AWS offers a three-layered machine learning stack to choose from based on your skill set and team’s requirements for implementing workloads to execute machine learning tasks.

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Flipboard

JUNE 15, 2023

Most notably, The Future of Life Institute published an open letter calling for an immediate pause in advanced AI research , asking: “Should we let machines flood our information channels with propaganda and untruth? They write: “AI systems are becoming a part of everyday life. The hand wringing soon began. But whose human values?

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ODSC - Open Data Science

APRIL 17, 2023

Guidelines must be streamlined across the organizational level to deeply imbibe the MLOps lifecycle with best security practices. Guidelines must be streamlined across the organizational level to deeply imbibe the MLOps lifecycle with best security practices. The process of collecting and organizing data is tedious.

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Heartbeat

SEPTEMBER 22, 2023

I write about Machine Learning on Medium || Github || Kaggle || Linkedin. ? Introduction In the world of machine learning, where algorithms learn from data to make predictions, it’s important to get the best out of our models. Machine Learning Lifecycle (Image by Author) 2.

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Pickl AI

AUGUST 2, 2023

Artificial Intelligence (AI) has been rapidly advancing, pushing the boundaries of what machines can accomplish. ChatGPT is an advanced language model that uses deep learning techniques to process text and generate responses. This approach allows ChatGPT to maintain contextual understanding and generate contextually relevant responses.

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AWS Machine Learning Blog

NOVEMBER 17, 2023

Agents extend FMs to run complex business tasks—from booking travel and processing insurance claims to creating ad campaigns and managing inventory—all without writing any code. In this post, we provide a step-by-step guide with building blocks to create a customer service bot. The observation is the result of carrying out the action.

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ODSC - Open Data Science

APRIL 12, 2023

Python has been gaining popularity in the programming world for years thanks to its easy-to-learn syntax, and now it stands as one of the most widely used programming languages. Because of this, it has gained a reputation as the language of choice for data science and machine learning, but Python’s usefulness goes beyond these fields.

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Tableau

APRIL 5, 2022

With the Enterprise Deployment Guidelines, enterprise architects have a reference architecture and prescriptive implementation guide for deploying Tableau to industry standards across availability, scalability, security, and performance. . To get started, read Tableau Server Enterprise Deployment Guide in Tableau Help. Tableau 2022.1

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Tableau

APRIL 5, 2022

With the Enterprise Deployment Guidelines, enterprise architects have a reference architecture and prescriptive implementation guide for deploying Tableau to industry standards across availability, scalability, security, and performance. . To get started, read Tableau Server Enterprise Deployment Guide in Tableau Help. Tableau 2022.1

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ODSC - Open Data Science

NOVEMBER 8, 2023

There’s a lot to learn for those looking to take a deeper dive into generative AI and actually develop those tools that others will use. You should also know exactly how big LLMs can be, how computationally expensive training will be, and the differences between training LLMs and machine learning models. Plan accordingly!

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Heartbeat

NOVEMBER 1, 2023

Yet, in Language Models, prompts are the bridge that connects human intent to machine-generated responses. They guide the model, providing context, refining outputs, and modifying behaviours. A prompt is a set of instructions or inputs to guide the model’s response. Enter PromptTemplates in LangChain. What is a Prompt Template?

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Pickl AI

OCTOBER 27, 2023

Its developer frameworks play a pivotal role in Python’s success, aiding in creating efficient, scalable, and maintainable applications. We’ll also guide you through the best Python frameworks, offering valuable insights and expert recommendations.

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ODSC - Open Data Science

FEBRUARY 2, 2024

Their formats are maintained but the specifics are transformed in ways that cannot be reverse-engineered or decoded. The data masking market is estimated to be worth $435 million by 2025 , growing at a compounded annual growth rate of 15 percent (forecast period: 2020–2025).

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ODSC - Open Data Science

DECEMBER 11, 2023

GitGurdian GitGuardian is a strong tool that maintains the safety of software development by keeping confidential data in code repositories. GitGurdian scans repositories to find possible secrets using regex as well as machine learning techniques. This low-key but serious problem can cause significant harm to businesses.

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Defined.ai blog

AUGUST 1, 2023

In this comprehensive guide, we will demystify what is generative AI, shedding light on its capabilities, applications, and potential impact on businesses. An Overview At its core, generative AI is a subset of artificial intelligence that leverages machine learning models to create new data from existing ones.

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Google Research AI blog

NOVEMBER 17, 2022

In practice, two critical factors determine the success of a transparency artifact, the ability to identify the information decision-makers use and the establishment of processes and guidance needed to acquire that information. The Data Cards Playbook incorporates the latest in fairness, accountability, and transparency research.

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Data Science 101

DECEMBER 5, 2019

One of the primary responsibilities of a data analyst is to maintain the reports. These reports serve as a guiding tool for the organization and also provide valuable insights towards the areas that need improvement. Picking a career is one of the most critical decisions that we need to take.

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Dataconomy

JULY 24, 2023

Machine programming, also known as low-level programming or assembly language programming, requires the creation of instructions for a computer in machine language. Machine language is the lowest level of programming language and is an essential component of computer programming.

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AWS Machine Learning Blog

AUGUST 2, 2023

Amazon Kendra is an intelligent search service powered by machine learning (ML). We demonstrate CDE using simple examples and provide a step-by-step guide for you to experience CDE in an Amazon Kendra index in your own AWS account. Images can often be searched using supplemented metadata such as keywords.

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ODSC - Open Data Science

JULY 20, 2023

Part 1 of this series introduced readers to ChatGPT and how it can be used to learn more about a topic (specifically, data centers) that has many different technical, business, environmental, political, and economic considerations. The utility of data centers for high performance and quantum computing was also described at a high level.

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Mlearning.ai

FEBRUARY 16, 2023

Pros and Cons of a Snowflake Data Warehouse We will guide you through the fundamental advantages and drawbacks of the Snowflake data cloud to provide you with a closer look at the solution. Today, companies are facing a continual need to store tremendous volumes of data. So, what is Snowflake all about? What does Snowflake do?

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AWS Machine Learning Blog

AUGUST 1, 2023

Artificial intelligence (AI) and machine learning (ML) models have shown great promise in addressing these challenges. See the following case study to learn more about a real-world use case. Efficiently summarizing and extracting insights from this data is crucial for better patient care and decision-making.

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AWS Machine Learning Blog

APRIL 18, 2024

However, despite its benefits, IaC’s learning curve, and the complexity of adhering to your organization’s and industry-specific compliance and security standards, could slow down your cloud adoption journey. This makes sure your cloud foundation is built according to AWS best practices from the start.

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Dataconomy

JULY 26, 2023

This comprehensive guide will explore the step-by-step ChatGPT login process, delve into the benefits and limitations, address challenges, and showcase real-world examples of ChatGPT in action while adhering to best practices to ensure optimal and responsible usage. If yes, keep reading and explore the world of ChatGPT!

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The MLOps Blog

SEPTEMBER 7, 2023

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. Crafting purposeful notebooks for analysis Learn the art of tailoring Jupyter Notebooks for exploratory and ad-hoc analysis.

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AWS Machine Learning Blog

MAY 7, 2024

SageMaker JumpStart is a machine learning (ML) hub with foundation models (FMs), built-in algorithms, and prebuilt ML solutions that you can deploy with just a few clicks. They help unlock the power of LLMs by providing helpful constraints and guide the model toward its intended behavior.

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Mlearning.ai

DECEMBER 21, 2023

They represent best practices, evolved over time, and are a toolkit for software developers to solve common problems efficiently. Enhancing Code Reusability and Maintainability : By using established patterns, developers create code that is more modular and easier to maintain. Why Design Patterns Matter?

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Mlearning.ai

FEBRUARY 7, 2023

Here is a breakdown of this story: Image Credit: Author, Almudena Pereira The ChatGPT ecosystem is moving very fast  — if you know or even maintain a list of ChatGPT prompts or resources please drop me a note (respond to this article, send me the link and what it is about). But some of them are genuinely interesting. htaccess or robots.txt.

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AWS Machine Learning Blog

NOVEMBER 15, 2023

Diving deeper into Llama 2’s architecture, Meta reveals that the model’s fine-tuning melds supervised fine-tuning (SFT) with reinforcement learning aided by human feedback (RLHF). In this post, we explore best practices for prompting the Llama 2 Chat LLM. This conversational model allows for building customized chatbots and assistants.

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The MLOps Blog

JANUARY 26, 2024

Training and evaluating models is just the first step toward machine-learning success. For this, we have to build an entire machine-learning system around our models that manages their lifecycle, feeds properly prepared data into them, and sends their output to downstream systems. We’ll have to be more precise.

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