ODSC - Open Data Science

APRIL 2, 2025

One of the biggest shifts is the mainstream adoption of AI-assisted coding. According to Stack Overflows 2024 Developer Survey, 76% of respondents are either using or planning to use AI tools in their workflow this year. ML engineers are expected to work within Docker and Kubernetes environments.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Large Language Models ML Engineer 52

AI Weekly

SEPTEMBER 7, 2023

In the News AI chip startup d-Matrix raises $110 million with backing from Microsoft Silicon Valley-based artificial intelligence chip startup d-Matrix has raised $110 million from investors that include Microsoft Corp (MSFT.O) Powered by invideo.io at a time when many chip companies are struggling to raise cash.

Robotics 264

Robotics Artificial Intelligence Artificial Intelligence Machine Learning 264

Towards AI

JULY 27, 2024

While Open AI’s ChatGPT and Google’s Bard, now Gemini, get most of the limelight, Claude AI stands out for its impressive features and being the most reliable and ethical Large Language Model. In this article, we will learn more about what Claude AI is and what are its unique features.

ChatGPT 119

ChatGPT Prompt Engineering Prompt Engineer Explainability 119

Unite.AI

SEPTEMBER 3, 2024

Since then, we've grown far beyond our initial assessment tools, evolving into a comprehensive skills platform that supports both hiring and development. Can you explain the motivation behind creating the “Conversation Practice” feature? Why do you believe it's crucial for today's workforce?

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Prompt Engineering Prompt Engineer Software Engineer AI Modeling 147

ODSC - Open Data Science

MARCH 20, 2025

AI-Powered ETL Pipeline Orchestration: Multi-Agent Systems in the Era of Generative AI Discover how to revolutionize ETL pipelines with Generative AI and multi-agent systems, and learn about Agentic DAGs, LangGraph, and the future of AI-driven ETL pipeline orchestration. Register by Friday for 30%off!

ETL 52

ETL Prompt Engineering Prompt Engineer Data Science 52

ODSC - Open Data Science

JANUARY 29, 2024

The role of prompt engineer has attracted massive interest ever since Business Insider released an article last spring titled “ AI ‘Prompt Engineer Jobs: $375k Salary, No Tech Backgrund Required.” It turns out that the role of a Prompt Engineer is not simply typing questions into a prompt window.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Data Science LLM 52

O'Reilly Media

OCTOBER 22, 2024

As AI improves, it will probably even give you an answer that works. We no longer need to spend loads of time training developers; we can train them to be “prompt engineers” (which makes me think of developers who arrive on time), and they will ask the AI for the code, and it will deliver. This is great!

Prompt Engineering 133

Prompt Engineering Prompt Engineer Generative AI Software Development 133

IBM Journey to AI blog

JUNE 14, 2023

Sometimes the problem with artificial intelligence (AI) and automation is that they are too labor intensive. Traditional AI tools, especially deep learning-based ones, require huge amounts of effort to use. Together, watsonx offers organizations the ability to: Train, turn and deploy AI across your business with watsonx.ai

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Automation Neural Network Natural Language Processing AI 258

Unite.AI

DECEMBER 13, 2023

.” Explanation: While the original prompt is quite general, the tuned version specifies the audience (senior manager), the project (XYZ), and the content focus (recent milestones and next steps), ensuring a more targeted and appropriate email for a corporate environment. The post What is Prompt Tuning?

Chatbots 253

Chatbots LLM Explainability Large Language Models 253

O'Reilly Media

FEBRUARY 13, 2025

When I started working on the new edition of Head First C# back in 2023, AI tools like ChatGPT and Copilot were already changing how developers write and learn code. But that raised an interesting challenge: How do you teach new and intermediate developers to use AI effectively? It was clear that I needed to cover them.

Prompt Engineering 67

Prompt Engineering Prompt Engineer AI AI 67

Unite.AI

SEPTEMBER 19, 2024

The race to dominate the enterprise AI space is accelerating with some major news recently. This incredible growth shows the increasing reliance on AI tools in enterprise settings for tasks such as customer support, content generation, and business insights.

LLM 246

LLM Automation Large Language Models OpenAI 246

ODSC - Open Data Science

AUGUST 24, 2023

5 Jobs That Will Use Prompt Engineering in 2023 Whether you’re looking for a new career or to enhance your current path, these jobs that use prompt engineering will become desirable in 2023 and beyond. That’s why enriching your analysis with trusted, fit-for-use, third-party data is key to ensuring long-term success.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Data Science NLP 52

Unite.AI

JUNE 11, 2024

Challenges AI Has to Overcome While AI could be a powerful forensics tool — potentially accelerating cases by weeks — its utilization isn’t without downsides. The “black box” problem — where algorithms can’t explain their decision-making process — is the most pressing.

NLP 147

NLP Automation AI AI 147

Flipboard

JUNE 13, 2023

based developers are using AI coding tools both in and outside of work, and 70% say the tools will give them an advantage at work. A majority also believe AI tools will lead to better team collaboration and help prevent burnout. A new survey from GitHub found that 92% of U.S.-based

Generative AI 181

Generative AI Auto-complete Software Engineer AI 181

Unite.AI

SEPTEMBER 28, 2024

Traditional Search Engines Unlike traditional search engines, You.com is not just about giving answers. They have AI Modes (Smart, Genius, Research, and Create) that handle prompt engineering for you. Engineers: Debug code, compare LLM responses, create Python unit tests, and summarize research papers.

AI Tools 162

AI Tools LLM Python Data Analysis 162

Flipboard

AUGUST 3, 2023

These generative AI tools work on the web, and quite a few of them are available at no or very low cost. Students and teachers in schools rich and poor will have access to these tools,” Stamford explains. We have to infuse AI into the regular tech training we do,” she says. “If

ChatGPT 123

ChatGPT Generative AI AI Tools Explainability 123

AWS Machine Learning Blog

MARCH 6, 2025

LangChain is primarily used for building chatbots, question-answering systems, and other AI-driven applications that require complex language processing capabilities. Diagram Architecture The following diagram is a high-level reference architecture that explains how you can evaluate the RAG solution with RAGAS or LlamaIndex.

LLM 91

LLM Generative AI ML Prompt Engineering 91

ODSC - Open Data Science

AUGUST 14, 2023

“I still don’t know what AI is” If you’re like my parents and think I work at ChatGPT, then you may have to learn a little bit more about AI. Funny enough, you can use AI to explain AI. Most AI-based programs have plenty of good tutorials that explain how to use the automation side of things as well.

Artificial Intelligence 98

Artificial Intelligence Artificial Intelligence Explainability Explainable AI 98

Artificial Corner

JANUARY 25, 2024

Here are the best AI coding assistants I found. GitHub Copilot: My favorite general-purpose coding assistant GitHub's AI tool is a game-changer for real-time code writing. CodiumAI: Good for testing What sets CodiumAI apart is its features, which are a breath of fresh air compared to other AI tools.

Auto-complete 111

Auto-complete ChatGPT Explainability Prompt Engineering 111

Mlearning.ai

JANUARY 17, 2024

95x: Generative AI history 600+: Key Technological Concepts 2,350+: Models & Mediums — Text, Image, Video, Sound, Code, etc. Users can provide a description of the desired output to prompt most models, including those generating images, videos, or music. An XXXL-sized thank you to everyone who has made the effort to map this area.

Generative AI 98

Generative AI Prompt Engineering Prompt Engineer Large Language Models 98

ODSC - Open Data Science

NOVEMBER 20, 2024

This approach, he noted, applies equally to leveraging AI in areas like data management, marketing, and customer service. Right now, effective prompt engineering requires a careful balance of clarity, specificity, and contextual understanding to get the most useful responses from an AI model.

Generative AI 71

Generative AI Prompt Engineering Prompt Engineer Data Quality 71

AWS Machine Learning Blog

MAY 21, 2024

This blog post outlines various use cases where we’re using generative AI to address digital publishing challenges. We dive into the technical aspects of our implementation and explain our decision to choose Amazon Bedrock as our foundation model provider.

Generative AI 126

Generative AI Prompt Engineering Prompt Engineer Automation 126

Towards AI

SEPTEMBER 22, 2023

ML consultants, who make a living by providing ML services may ask: How do we justify our profession in this scenario if the researchers are solving practical issues and the clients can use the cutting-edge AI tools on their own? One example is prompt engineering. Prompt engineering has proved to be very useful.

Prompt Engineering 59

Prompt Engineering Prompt Engineer ML ML Engineer 59

Mlearning.ai

JULY 8, 2023

LLM Ops flow — Architecture Architecture explained. Prompt Engineering — this is where figuring out what is the right prompt to use for the problem. Model selection can be based on use case, performance, cost, latency, etc Test and validate the prompt engineering and see the output with application is as expected.

Large Language Models 52

Large Language Models LLM Prompt Engineering Prompt Engineer 52

O'Reilly Media

FEBRUARY 18, 2025

The eval process combines: Human review Model-based evaluation A/B testing The results then inform two parallel streams: Fine-tuning with carefully curated data Prompt engineering improvements These both feed into model improvements, which starts the cycle again. It explains common AI terms in plain language.

AI 64

AI AI Prompt Engineering Prompt Engineer 64

ODSC - Open Data Science

OCTOBER 12, 2024

However, we are now witnessing a new phase — AI that can assist in creating AI or, more relevant to this article, AI that can help us write any piece of code. One such AI tool is GitHub Copilot. This is why the industry is increasingly adopting these AI tools.

Software Development 52

Software Development Prompt Engineering Prompt Engineer AI 52

ODSC - Open Data Science

DECEMBER 19, 2024

A Virtual Month-Long TrainingSummit Ready to start building AI? Every Weds & Thurs from Jan 15th to February 6th, the month-long AI Builders Summit is the best place to learn to use LLMs, RAG, AI Agents, and other trending AI tools in a virtual, hands-on setting.

Software Development 40

Software Development Explainability Prompt Engineering Prompt Engineer 40

The MLOps Blog

JUNE 27, 2023

This includes features for model explainability, fairness assessment, privacy preservation, and compliance tracking. Integration with ML tools and libraries: Provide you with flexibility and extensibility. Valohai Valohai provides a collaborative environment for managing and automating machine learning projects.

Machine Learning 134

Machine Learning Metadata Data Scientist Data Quality 134

The MLOps Blog

MARCH 12, 2024

LLMOps encompasses best practices and a diverse tooling landscape. Tools range from data platforms to vector databases, embedding providers, fine-tuning platforms, prompt engineering, evaluation tools, orchestration frameworks, observability platforms, and LLM API gateways. using techniques like RLHF.)

Prompt Engineering 52

Prompt Engineering Prompt Engineer Large Language Models LLM 52

AWS Machine Learning Blog

MAY 9, 2024

Additionally, pay special attention to the changing nature of the risk and cost that is associated with the development as well as the scaling of AI. To provide ethical integrity , an AI/ML CoE helps integrate robust guidelines and safeguards across the AI/ML lifecycle in collaboration with stakeholders. Vikram Elango is a Sr.

ML 126

ML Generative AI AI AI 126

Heartbeat

NOVEMBER 1, 2023

Maintenance Changes to shared prompt logic only need to happen in one place rather than everywhere a prompt is defined. So in summary, prompt templates improve reusability, modularity and maintenance of prompt engineering code compared to using raw prompt strings directly. This improves maintainability.

LLM 52

LLM Data Scientist Prompt Engineering Prompt Engineer 52

Heartbeat

FEBRUARY 13, 2024

Open LLM Leaderboard - a Hugging Face Space by HuggingFaceH4 In this article, the learning path I explain is primarily associated with building LLM solutions based on open-source LLMS. We're committed to supporting and inspiring developers and engineers from all walks of life. We pay our contributors, and we don't sell ads.

Data Scientist 52

Data Scientist LLM Deep Learning Explainability 52

Mlearning.ai

APRIL 15, 2023

As of today there are 3 main ways to make LLMs output more specific results: Prompt engineering — providing more context in the prompt and engineering the request. Providing examples of input output to the model UI for non AI experts Democrztizing AI has never been as close as it is these days.

Generative AI 52

Generative AI Prompt Engineering Prompt Engineer ChatGPT 52

Heartbeat

NOVEMBER 23, 2023

Whether you’re building conversational agents, question-answer systems, or any AI tool, the self-critique chain offers an added layer of assurance. This feature emphasizes the commitment to responsible AI, which provides accurate answers and ensures the content adheres to broader societal values. .'

LLM 52

LLM Data Scientist OpenAI AI Tools 52

ODSC - Open Data Science

DECEMBER 6, 2024

The information you send to your LLM undergoes tokenizationthe process of converting text segments into prompt tokens. By placing complicated, variable-length input into a consistent, easy-to-understand format, your AI tool grasps the relationship between words withincontext. You cannot ignore the question of prompt masking.

LLM 40

LLM Algorithm Large Language Models Data Scientist 40

AWS Machine Learning Blog

SEPTEMBER 23, 2024

This post explains how to use Anthropic Claude on Amazon Bedrock to generate synthetic data for evaluating your RAG system. This step uses prompt engineering techniques to communicate effectively with the large language model (LLM). The augmented prompt allows the LLM to generate an accurate answer to user queries.

LLM 83

LLM Large Language Models Machine Learning Automation 83

O'Reilly Media

NOVEMBER 28, 2023

Advanced Data Analysis does a decent job of exploring and analyzing datasets—though we expect data analysts to be careful about checking AI’s output and to distrust software that’s labeled as “beta.” Using generative AI tools for tasks related to programming (including data analysis) is nearly universal.

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Generative AI AI AI Data Analysis 135