Machine Learning Tech Brief By HackerNoon

Machine Learning Tech Brief By HackerNoon

By HackerNoonNewsTech News
Download on the App Store

Machine Learning Tech Brief By HackerNoon episodes

  • A Tutorial On How to Build Your Own RAG and How to Run It Locally: Langchain + Ollama + Streamlit

    This story was originally published on HackerNoon at: https://hackernoon.com/a-tutorial-on-how-to-build-your-own-rag-and-how-to-run-it-locally-langchain-ollama-streamlit.


    Let's simplify RAG and LLM application development. This post guides you on how to build your own RAG-enabled LLM application and run it locally.
    Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning.
    You can also check exclusive content about #machine-learning, #artificial-intelligence, #chatbot, #open-source-llm, #rag-architecture, #langchain-tutuorial, #how-to-set-up-ollama, #hackernoon-top-story, #hackernoon-es, #hackernoon-hi, #hackernoon-zh, #hackernoon-fr, #hackernoon-bn, #hackernoon-ru, #hackernoon-vi, #hackernoon-pt, #hackernoon-ja, #hackernoon-de, #hackernoon-ko, #hackernoon-tr, and more.


    This story was written by: @vndee. Learn more about this writer by checking @vndee's about page,
    and for more stories, please visit hackernoon.com.


    To become familiar with RAG, I recommend going through these articles. This post, however, will skip the basics and guide you directly on building your own RAG application that can run locally on your laptop without any worries about data privacy and token cost.
    We will build an application that is something similar to ChatPDF but simpler. Where users can upload a PDF document and ask questions through a straightforward UI. Our tech stack is super easy with Langchain, Ollama, and Streamlit.

    7 min
  • LinkedIn's Skills Graph: Paving the Way for the Skills-First Economy with AI and Ontology

    This story was originally published on HackerNoon at: https://hackernoon.com/linkedins-skills-graph-paving-the-way-for-the-skills-first-economy-with-ai-and-ontology.


    What is a skills-based economy and how is LinkedIn moving from vision to implementation? There’s AI, taxonomy and ontology involved in building the Skills Graph
    Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning.
    You can also check exclusive content about #ai, #data-science, #future-of-work, #skills, #knowledge-graph, #linkedin, #data-engineering, #linkedin-ai, and more.


    This story was written by: @linked_do. Learn more about this writer by checking @linked_do's about page,
    and for more stories, please visit hackernoon.com.


    What is a skills-based economy and how is LinkedIn moving from vision to implementation? As LinkedIn Director of Engineering Sofus Macskássy shares, there’s AI, taxonomy, and ontology involved in building the Skills Graph that powers the transition.

    15 min
  • Real-life LLM Implementation: A Backender’s Perspective

    This story was originally published on HackerNoon at: https://hackernoon.com/real-life-llm-implementation-a-backenders-perspective.


    In this article, I would like to explore the advantages and disadvantages of various large language models and share thoughts on potential issues
    Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning.
    You can also check exclusive content about #llm, #open-source-llm, #open-source-vs-closed-source, #backend-development, #which-llm-is-right-for-you, #pros-of-closed-source-llms, #implementing-llms, #benefits-of-open-sourced-llms, and more.


    This story was written by: @shcherbanich. Learn more about this writer by checking @shcherbanich's about page,
    and for more stories, please visit hackernoon.com.


    Our modern world is becoming increasingly difficult to imagine without Large Language Models (LLMs). This technology is quickly becoming an essential part of our daily lives, exerting a noticeable influence, including backend development. The impact of LLMs is felt not only in streamlining work processes, such as assisting in code writing.

    11 min
  • Beyond Credit Scores: Exploring the Potential of Verifiable Models in Diverse Industries

    This story was originally published on HackerNoon at: https://hackernoon.com/beyond-credit-scores-exploring-the-potential-of-verifiable-models-in-diverse-industries.


    How verifiable machine intelligence is transforming machine learning
    Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning.
    You can also check exclusive content about #artificial-intelligence, #ai, #future-of-ai, #machine-learning, #ai-models, #ai-applications, #blockchain-technology, #explainable-ai, and more.


    This story was written by: @mkaufmann. Learn more about this writer by checking @mkaufmann's about page,
    and for more stories, please visit hackernoon.com.

    10 min
  • How to Build Your Personal GPTs: From Zero to AI Hero

    This story was originally published on HackerNoon at: https://hackernoon.com/how-to-build-your-personal-gpts-from-zero-to-ai-hero.


    How to Build Your Personal GPTs: a step-by-step guide
    Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning.
    You can also check exclusive content about #ai, #future-of-ai, #gpt, #chatgpt, #openai, #futurism, #tech, #ai-trends, and more.


    This story was written by: @sergey-baloyan. Learn more about this writer by checking @sergey-baloyan's about page,
    and for more stories, please visit hackernoon.com.


    OpenAI has introduced a new feature called GPTs (Generative Pre-trained Transformers), which are custom versions of ChatGPT tailored for specific purposes. The creation process is straightforward and doesn't require any coding skills. Users can start by initiating a conversation, providing instructions and additional knowledge, and selecting capabilities.

    5 min
  • AI's Environmental Impact: Balancing Technological Advancements with Sustainability

    This story was originally published on HackerNoon at: https://hackernoon.com/ais-environmental-impact-balancing-technological-advancements-with-sustainability.


    A new study reveals AI's environmental impact. Balancing innovation with sustainability in AI deployments for a greener future.
    Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning.
    You can also check exclusive content about #ai, #sustainability, #future, #technology, #artificial-intelligence, #science, #green, #robots, and more.


    This story was written by: @adrien-book. Learn more about this writer by checking @adrien-book's about page,
    and for more stories, please visit hackernoon.com.


    A new study finds that multi-purpose generative architectures like ChatGPT and MidJourney are significantly more energy-intensive than task-specific systems across various tasks. This discrepancy raises concerns about the growing trend of deploying versatile, yet resource-heavy, AI systems without fully considering their environmental impact.

    6 min
  • An Industry in the Midst of a Frenzy: Which Firms Will Drive 2024’s Generative AI Boom?

    This story was originally published on HackerNoon at: https://hackernoon.com/an-industry-in-the-midst-of-a-frenzy-which-firms-will-drive-2024s-generative-ai-boom.


    The S&P 500 has grown almost 20% in 2023 alone, helping to set up a market recovery that’s nearly recaptured the sweeping losses.
    Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning.
    You can also check exclusive content about #generative-ai, #ai, #artificial-intelligence, #artificial-intelligence-trends, #technology, #tech, #market-trends, #economic-trends, and more.


    This story was written by: @dmytrospilka. Learn more about this writer by checking @dmytrospilka's about page,
    and for more stories, please visit hackernoon.com.


    The S&P 500 has grown almost 20% in 2023 alone, helping to set up a market recovery that’s nearly recaptured the sweeping losses.

    8 min
  • AI Is More Expensive Than You Think

    This story was originally published on HackerNoon at: https://hackernoon.com/ai-is-more-expensive-than-you-think.


    AI is everywhere, but it's not for everyone. It's smart, effective, but very expensive. See how you can calculate the cost of your next AI project.
    Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning.
    You can also check exclusive content about #ai-cost, #ai-development, #ai-startups, #ai-integration, #ai-development-costs, #business-strategy, #reduce-operational-costs, #hackernoon-top-story, #hackernoon-es, #hackernoon-hi, #hackernoon-zh, #hackernoon-fr, #hackernoon-bn, #hackernoon-ru, #hackernoon-vi, #hackernoon-pt, #hackernoon-ja, #hackernoon-de, #hackernoon-ko, #hackernoon-tr, and more.


    This story was written by: @olegkokorin. Learn more about this writer by checking @olegkokorin's about page,
    and for more stories, please visit hackernoon.com.


    AI is everywhere, but it's not for everyone. The hype around AI makes it seem more accessible than it really is. Frankly, sometimes AI is unreasonable and you'll be better off with human workers completing the task. I've put together a guide on how to calculate the cost of an AI project and decide if it’s worth the investment.

    10 min
  • From AI-Powered Trading To Regulation and Compliance: What Does 2024 Look Like for Investment Tech?

    This story was originally published on HackerNoon at: https://hackernoon.com/from-ai-powered-trading-to-regulation-and-compliance-what-does-2024-look-like-for-investment-tech.


    As we gaze at the horizon of 2024, it's clear that the influence of AI technology on the investment landscape will continue to grow.
    Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning.
    You can also check exclusive content about #ai-trading, #investment-technology, #ai-in-finance, #regulatory-compliance, #data-privacy, #fintech, #future-finance, #hackernoon-top-story, #hackernoon-es, #hackernoon-hi, #hackernoon-zh, #hackernoon-fr, #hackernoon-bn, #hackernoon-ru, #hackernoon-vi, #hackernoon-pt, #hackernoon-ja, #hackernoon-de, #hackernoon-ko, #hackernoon-tr, and more.


    This story was written by: @techlooter. Learn more about this writer by checking @techlooter's about page,
    and for more stories, please visit hackernoon.com.

    14 min
  • How AI Transforms the Fitness Industry

    This story was originally published on HackerNoon at: https://hackernoon.com/how-ai-transforms-the-fitness-industry.


    Incorporating AI into fitness apps can still be confusing, especially if you haven’t worked with AI before. Learn how AI can be applied to the fitness industry.
    Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning.
    You can also check exclusive content about #artificial-intelligence, #ai-in-sport, #data-science, #machine-learning, #human-pose-detection, #ai-startups, #startup-advice, #good-company, #hackernoon-es, #hackernoon-hi, #hackernoon-zh, #hackernoon-fr, #hackernoon-bn, #hackernoon-ru, #hackernoon-vi, #hackernoon-pt, #hackernoon-ja, #hackernoon-de, #hackernoon-ko, #hackernoon-tr, and more.


    This story was written by: @mobidev. Learn more about this writer by checking @mobidev's about page,
    and for more stories, please visit hackernoon.com.


    AI can be used to provide personalized fitness advice and guidance. Fitness apps require a vast amount of data to recognize various body dimensions, sleeping patterns, and training capabilities. Developers face the challenge of making the full potential of AI-enabled fitness apps available. Even though the implementation of AI in fitness is associated with some challenges, the rapid advancement of artificial intelligence presents significant opportunities for founders of fitness and sports startups.

    6 min

About Machine Learning Tech Brief By HackerNoon

From the publisher's feed

Learn the latest machine learning updates in the tech world.

More shows like Machine Learning Tech Brief By HackerNoon

Silicon Carne, un peu de picante dans un monde de Tech ! by Carlos Diaz

Silicon Carne, un peu de picante dans un monde de Tech !

75 Listeners