Data Science Dojo

JANUARY 12, 2024

This not only improves customer satisfaction but also frees up human resources to focus on more complex tasks. Frees up human customer service agents to handle more complex issues. From blog posts to social media updates, the tool can help generate ideas, create drafts, and even suggest SEO-friendly keywords.

Data Analysis 195

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Becoming Human

MAY 23, 2023

Photo by Rolf van Root on Unsplash As designers, we constantly seek new tools and resources to help create engaging and practical websites. We use a variety of references for our projects, from scouring design blogs and inspiration boards to doing research studies and using many other online resources.

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Data Science Dojo

APRIL 18, 2024

Language is the basis for human interaction and communication. Speaking and listening are the direct by-products of human reliance on language. While humans can use language to understand each other, in today’s digital world, they must also interact with machines. Let’s understand large language models further.

Database 195

Database Natural Language Processing Predictive Analytics AI 195

Data Science Dojo

JANUARY 12, 2024

This not only improves customer satisfaction but also frees up human resources to focus on more complex tasks. Frees up human customer service agents to handle more complex issues. From blog posts to social media updates, the tool can help generate ideas, create drafts, and even suggest SEO-friendly keywords.

Data Analysis 195

Data Analysis Data Analysis AI AI 195

Data Science Dojo

SEPTEMBER 18, 2023

These techniques allow AI systems to learn from large amounts of data and generate new content that is indistinguishable from human-created content. This can free up human workers to focus on more creative and strategic tasks. The future of these industries undoubtedly features less reliance on human expertise.

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Data Science Dojo

APRIL 23, 2024

However, in this blog we will explore two LLMs of 7B – Mistral 7B and Llama-2 7B, navigating the differences and similarities between the two options. The model focuses on providing enhanced performance and increased efficiency with reduced computing resource utilization.

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AI AI 150

Data Science Dojo

JUNE 27, 2023

In this blog post, we explore the business case for why every employee in an organization should learn data science. Uses of data science in different areas of the business Data Science can be applied in various areas of business, including marketing, finance, human resources, healthcare, and government programs.

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Data Science Dojo

JULY 27, 2023

Content generation: Custom LLMs can be used to generate content, such as articles, blog posts, or even creative text formats, such as poems, code, scripts, musical pieces, emails, letters, etc. Second, you need to make sure that you have the resources to develop and deploy the application. What do you want the application to do?

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ML @ CMU

MARCH 31, 2023

This blog post discusses the effectiveness of black-box model explanations in aiding end users to make decisions. Our work further motivates novel directions for developing and evaluating tools to support human-ML interactions. How can we better support human-ML interactions?

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Data Science Blog

APRIL 4, 2023

AI enhances all aspects of data management, boosting query accuracy of databases, improving performance, and saving on resources. Because AI minimizes human action and influence, there is less risk of error with an AI cloud computing model. The post How AI Has Enhanced Cloud Computing appeared first on Data Science Blog.

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IBM Journey to AI blog

APRIL 15, 2024

However, there is one major weakness with this approach: the programs don’t consider human behavior. This can be explained by Daniel Kahneman’s theory on human cognition. To understand human behavior and how to change it, there are a few factors we must assess and measure, supported by the COM-B Behavior Change Wheel.

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Analytics Analytics 95

Dataconomy

SEPTEMBER 18, 2023

From blog posts to long-form articles, AI can assist in outlining, drafting, and even editing. These chatbots can handle customer inquiries 24/7, providing instant responses and freeing up human resources for more complex tasks. While human translation can be time-consuming and expensive, AI can provide a good starting point.

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Data Science Dojo

AUGUST 28, 2023

To acquire insights into building your own LLM, refer to our resources. Model monitoring with human feedback Model monitoring: Once the LLM is deployed, it needs to be monitored to ensure that it is performing as expected. Human feedback: Human feedback can be used to improve the performance of the LLM.

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Data Science Blog

MAY 1, 2023

While human resources is typically considered a “soft” discipline, information can reveal invaluable insights that help professionals deliver tangible improvements. Data-Driven Human Relations Data analytics and artificial intelligence for HR can revolutionize decision-making.

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Data Science Dojo

JULY 4, 2023

Generative AI harnesses deep learning algorithms to generate human-like data in response to user input. Discover Quality Resources : Explore a variety of resources like online courses, books, and tutorials. AI needs to understand its users, which is no easy task considering the ambiguities of human communication.

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AI AI Algorithm Natural Language Processing 195

Hacker News

NOVEMBER 15, 2023

Like a good judge, large language models ( LLMs ) can respond to a wide variety of human queries. An LLM’s parameters essentially represent the general patterns of how humans use words to form sentences. A blog by Lewis and three of the paper’s coauthors said developers can implement the process with as few as five lines of code.

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Data Science Dojo

JULY 19, 2023

In this blog post, we will delve into the advantages, challenges, opportunities, and why it is essential to adapt to these changes. Generative AI enables marketers to automate content creation, freeing up valuable time and resources. Relying solely on algorithms may lead to a lack of human judgment and creativity.

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AI AI Algorithm Artificial Intelligence 195

ODSC - Open Data Science

JULY 7, 2023

In a new blog post , OpenAI has unveiled its latest initiative called “Superalignment” which aims to create robust and scalable methods for aligning these systems with human values in anticipation of Superintelligence. But what of the tasks which are too challenging for humans to properly evaluate?

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AWS Machine Learning Blog

SEPTEMBER 22, 2023

Reinforcement Learning from Human Feedback (RLHF) is recognized as the industry standard technique for ensuring large language models (LLMs) produce content that is truthful, harmless, and helpful. RLHF has proven to be essential to produce LLMs such as OpenAI’s ChatGPT and Anthropic’s Claude that are aligned with human objectives.

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Becoming Human

MAY 16, 2023

Empowering Startups and Entrepreneurs | InvestBegin.com | investbegin Architecture and training Like its predecessors, GPT-4 is based on the transformer architecture, which leverages self-attention mechanisms to process and generate human-like text.

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IBM Journey to AI blog

SEPTEMBER 12, 2023

By automating incident responses, resource scaling and configuration adjustments, organizations can streamline operations, reduce human error and achieve the rapid iteration and deployment essential to SRE and DevOps philosophies. Reduced human error: Manual observation introduces a higher risk of human error.

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IBM Journey to AI blog

JANUARY 26, 2024

This gave the new perspective to the concept of intent-based networking (IBN), where human administrators express high-level network objectives in natural language known as “intents” and that these human intents are automatically translated into network policies and configurations.

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Cloud Computing AI AI Data Scientist 105

IBM Journey to AI blog

OCTOBER 3, 2023

And it all happens at a rate that makes it impossible for humans to keep up. Together, IBM Instana and IBM Turbonomic provide real-time observability and control that everyone and anyone can use, with hybrid cloud resource and cost optimization so you can safely automate to unlock elasticity without compromising performance.

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phData

MARCH 27, 2024

Whether you’re aiming for Snowflake certification, seeking to enhance your proficiency with the platform, exploring new data implementation strategies, or developing internal training programs, accessing quality training resources is critical for success in Snowflake. The study guide contains links to resources section by section.

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ML @ CMU

MARCH 30, 2023

This blog post discusses the effectiveness of black-box model explanations in aiding end users to make decisions. Our work further motivates novel directions for developing and evaluating tools to support human-ML interactions. How can we better support human-ML interactions?

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ML ML Algorithm Machine Learning 130

Towards AI

FEBRUARY 23, 2024

This blog explores the top 11 call center solutions, including their features, pros, cons, pricing, and user/expert opinions. Here’s a closer look at the reasons: Efficiency Through AI: AI excels at managing repetitive, low-value tasks, which lightens the load for human agents.

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AI AI Predictive Analytics Analytics 114

IBM Journey to AI blog

MARCH 29, 2024

Conagra’s human resources (HR) business partners played an essential role in validation sessions, helping to ensure the alignment of the new competency profiles with the company’s strategy and employees’ needs.

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Dataconomy

DECEMBER 29, 2023

In stark contrast to human influencers who gain popularity through real-life experiences, talents, or expertise, AI influencers are entirely synthetic characters designed to engage audiences on social media platforms. Social media presence: AI influencers are typically active on various social media platforms, just like human influencers.

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AI AI Artificial Intelligence Artificial Intelligence 113

IBM Journey to AI blog

APRIL 25, 2024

The purpose of BPR is to streamline workflows , eliminate unnecessary steps and improve resource utilization. This blog outlines some BPR examples that benefit from a BPM methodology. BPR involves business process redesign that challenges norms and methods within an organization.

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AI AI Predictive Analytics Analytics 62

AWS Machine Learning Blog

NOVEMBER 8, 2023

This post explores how Amazon CodeWhisperer can help with code optimization for sustainability through increased resource efficiency. Computationally resource-efficient coding is one technique that aims to reduce the amount of energy required to process a line of code and, as a result, aid companies in consuming less energy overall.

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AWS Cloud Computing ML ML 96

Becoming Human

MAY 15, 2023

It has been gaining a lot of attention lately due to its ability to create human-like text. This data comes everywhere, including articles, blogs, news sites, and journals. Due to the vast amount of data it consumes, it can derive patterns in the given text to generate human-like text. ChatGPT is an excellent tool for this.

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Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 124

IBM Journey to AI blog

FEBRUARY 13, 2024

Tools such as Midjourney and ChatGPT are gaining attention for their capabilities in generating realistic images, video and sophisticated, human-like text, extending the limits of AI’s creative potential. The best option for an enterprise organization depends on its specific needs, resources and technical capabilities.

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AI AI Natural Language Processing Artificial Intelligence 125

IBM Journey to AI blog

SEPTEMBER 6, 2023

Generative AI needs human marketing teams Once deployed, your generative AI data journey isn’t over. Even though generative AI can produce customer-facing work that seems humanlike, it still requires a human guide with expertise in navigating ethical and legal concerns regarding data use.

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AI AI 122

Mlearning.ai

MAY 5, 2023

These models were more flexible and adaptable than their rule-based counterparts, but they still had limitations in terms of their ability to understand and generate human-like language. GPU Computing Skills : LLMs typically require a lot of computational resources, so it’s essential to have experience with GPU computing.

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AWS Machine Learning Blog

APRIL 24, 2024

In this post, we share how we analyzed the feedback data and identified limitations of accuracy and hallucinations RAG provided, and used the human evaluation score to train the model through reinforcement learning. You can refer to further explanations in the following resources:** * ARS GEN 10.0/05.01.02. pdf – page: 10 * ARS GEN 10.0/05.01.02.

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AI AI Data Science AWS 108

IBM Journey to AI blog

AUGUST 17, 2023

The race to innovate has likely left you (and many, many others) with unexpectedly high cloud bills and/or underutilized resources. Sure, there are endless Kubernetes cost monitoring tools available that allow you to keep tabs on various aspects of your cluster’s resource usage, like CPU, memory, storage and network.

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Clustering 62

Pickl AI

APRIL 19, 2024

This blog delves into the essence of learning AI from scratch, unravelling its significance in today’s dynamic landscape of innovation and opportunity. Neural Networks: Inspired by the human brain’s structure, neural networks are algorithms that allow machines to recognise patterns and make decisions based on input data.

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Natural Language Processing AI AI Machine Learning 52