Leveraging NLP and Data Labeling for More Relevant Search
Search engines have become essential tools, but their results are not always relevant. This can be frustrating for users and costly for businesses.
This video discusses how two technologies can improve search relevance:
1) Natural Language Processing (NLP) - NLP models can analyze search queries to better understand user intent beyond just the keywords. This helps return more contextually relevant results.
2) Data Labeling - Labeling data to "train" search algorithms helps them recognize nuances and variations in language to improve accuracy.
The combination of NLP and data labeling can significantly enhance search relevance. NLP enables a deeper understanding of queries while data labeling exposes search algorithms to a wider range of examples to learn from.
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Generating Electricity from Captured Carbon Dioxide
Landwärme and bioCORE have developed a unique system that can both capture carbon dioxide emissions and generate renewable electricity. Their Solid Oxide Fuel Cell technology produces power by utilizing biogenic carbon dioxide captured from the atmosphere and industrial emissions.
The system offers a two-way solution: it can generate electricity from captured carbon dioxide, and it can also store excess renewable energy produced from solar and wind during times of peak generation. This closed-loop process aims to create a carbon-negative energy cycle. Landwärme believes the technology can be scaled globally to support local energy grids without increasing overall carbon emissions.
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Streamline Incident Response with Microsoft Sentinel + ChatGPT
Learn how to integrate Microsoft Sentinel and ChatGPT to automate and improve your cybersecurity incident response process.
This demonstration shows how to use Logic Apps and Sentinel Automation Rules to trigger an incident analysis workflow. Relevant logs are collected and sent to ChatGPT, which uses its advanced language model to quickly triage incidents and provide insights. Upgrade your incident response team's efficiency by leveraging these innovative technologies.
This is a must-see for cybersecurity professionals looking to modernize their incident response process.
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Elan Future - Finding Sustainable Energy Through Innovation
Elan Future is a research and development company focused on discovering sustainable and clean energy solutions through innovation. The company aims to provide users with reliable, clean energy and improve the future through advanced technologies.
Elan Future is working to provide access to energy for those who currently lack it, which they see as both a desire and a necessity in the modern world. The company provides access to the most cutting-edge energy technologies in its quest to find sustainable energy sources.
By exploring new sustainable energy technologies, Elan Future hopes to make the world an even better place through clean, reliable sources of power that reduce environmental impact.
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CS50 Cybersecurity Live Stream
Tune in for the latest CS50 cybersecurity live stream! Join our experts as they discuss the latest threats, trends and solutions in cybersecurity. Interact with us live in the chat and get your questions answered in real time.
HPE's New ProLiant Servers for the Hybrid World
Hewlett-Packard Enterprises unveils its new generation of ProLiant servers designed for today's hybrid world. In partnership with Intel, HPE's ProLiant Gen 11 portfolio spans from edge to cloud, optimized for any workload. The zero-trust servers are meant to be user-friendly and deliver breakthrough performance and security for customers. Join this discussion with HPE and Intel experts to learn about:
• The unique value of HPE's latest server technologies
• The new outcomes and benefits they will create for customers
• Insights on delivering high performance at the edge
• Architecture principles for maximizing performance and security
The panel will provide firsthand perspectives on how HPE's ProLiant Gen 11 servers are engineered to power your hybrid world.
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Bill Gates on the Role of Nuclear Energy in Reaching Net Zero Emissions
In an exclusive interview with the IAEA, Bill Gates discusses the role of nuclear power in addressing climate change and achieving net zero emissions. As an investor, philanthropist and founder of TerraPower, Gates believes that advanced nuclear technologies will be essential to decarbonizing the energy sector and meeting global climate goals.
Gates highlights the benefits of nuclear energy, including its ability to provide reliable, baseload power with zero carbon emissions. He also discusses some of the challenges facing nuclear power, from public perception to high upfront costs. However, Gates argues that with innovation and the right policies, nuclear energy can make a significant contribution to a sustainable energy future.
The interview was conducted ahead of the IAEA International Ministerial Conference on Nuclear Power in the 21st Century, to be held in Washington, D.C. in October 2022.
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UBC Researchers Advance NLP and Machine Learning with HPC
Researchers at The University of British Columbia are using high performance computing to make breakthroughs in natural language processing and machine learning. With donated processing power from the AMD HPC Fund, they are expanding the diversity of languages supported by machine translation systems.
This work at the intersection of NLP and machine learning aims to:
• Improve machine translation for underserved languages
• Advance cross-lingual learning and information extraction
• Develop more inclusive artificial intelligence
The additional computing power is accelerating their groundbreaking research. It allows them to train larger neural networks and test more experiments to develop NLP models that generalize better across languages.
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A Crash Course in Natural Language Processing
Natural Language Processing or NLP allows machines to understand human language and communicate with us. In just 5 minutes, this video provides an overview of what NLP is and how it works.
We'll answer the question: What is NLP? Then, we'll cover the important steps involved in NLP including:
• Tokenization - Breaking down text into individual words or tokens
• Part-of-speech tagging - Identifying the grammatical category of each word
• Lemmatization - Reducing words to their base form
• Named entity recognition - Identifying names of people, places, organizations, etc.
• Sentiment analysis - Determining if text has a positive, negative or neutral sentiment
By the end of the video, you'll have a basic understanding of how NLP enables machines to interpret and interact with human language.
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Transforming Hubballi-Dharwad into a Smart and Sustainable City
Hubballi-Dharwad is undergoing a major transformation through India's Smart Cities Mission. Prime Minister Modi inaugurated and laid the foundation stone for various smart city projects totaling approximately 520 crore rupees. These initiatives aim to:
• Create public spaces that are hygienic, safe and functional for citizens
• Apply information and communication technologies to improve infrastructure and services like water supply, waste management and transportation
• Foster sustainable and environmentally friendly urban planning and design
• Promote economic growth through innovation and entrepreneurship
Once completed, these projects are expected to improve the quality of life for residents and transform Hubballi-Dharwad into a model smart city that is sustainable, livable and technologically advanced.
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Designing and Printing the PERFECT 3D Printed Multitool
None of the multitools on the market had everything I wanted in one package, so I decided to design and 3D print my own perfect multitool. In this video, I'll take you through my design process as I fix mistakes from my previous attempts and refine the design to include all the features I need. You'll watch as I 3D model and optimize the design, test it in CAD, and finally print the final product. I'll go over the materials I chose, the print settings I used and any issues I encountered along the way. By the end, you'll have inspiration and practical tips to design and print your own custom multitool to perfectly suit your needs.
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Your Digital Twin || Unlocking Personalized Medicine
We are in the midst of a data revolution in healthcare. Scientists now have the ability to analyze vast amounts of individual health data using supercomputers - creating a "digital twin" that can simulate how diseases progress within a specific person. This breakthrough promises to transform medicine by enabling truly personalized treatments tailored for each patient's unique biology, lifestyle and genetic profile. Digital twins could help doctors determine the most effective drugs, dosages and therapies for better outcomes and fewer side effects. This technology has the potential to revolutionize how we prevent, diagnose and treat illness in the years ahead.
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The Essential Beginner's Guide to 3D Printing in 2023
Get started on the right foot with 3D printing in the new year. This comprehensive guide covers everything you need to know as a beginner in 2023, from choosing the right printer and materials to optimizing your settings and avoiding common pitfalls. Whether you're interested in 3D printing for prototyping, education or hobby, we'll show you the essentials to get started printing in no time.
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How to Install and Use Orca Slicer for Perfect 3D Prints
Learn how to install and optimize Orca Slicer - a free, open source slicer packed with features to help you get perfect 3D prints. I'll show you how to download, install and configure Orca Slicer on your computer. Then we'll go over some of the advanced calibration settings and features that make Orca Slicer a must-have for serious 3D printing. Whether you're a beginner or expert, this guide will show you how to take full advantage of Orca Slicer's capabilities.
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Using Real-World Data to Transform ADHD Care
Researchers and clinicians now have access to vast amounts of real-world data from sources like electronic health records, wearable devices and patient registries. When properly analyzed, this data can provide valuable real-world evidence to improve ADHD treatments and care. This presentation discusses how real-world data and evidence can complement traditional clinical trials by:
• Providing insights into how medications work in the real world outside of controlled trials
• Revealing differences in effectiveness across patient subgroups
• Speeding up drug development and regulatory approval
While real-world data holds great promise, challenges remain around data quality, privacy and bias. With proper safeguards and ethical use, real-world evidence has the potential to transform how ADHD is diagnosed, monitored and managed for improved outcomes.
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Wearable Technology for Wellness and Recovery
Fremedica's frequency emitter harnesses the power of bioresonance to support the immune system and accelerate recovery. The lightweight, wearable device delivers a customized package of frequencies that can help with Lyme disease - the fastest growing vector borne illness in North America. Since launching in 2016, Fremedica has grown rapidly to serve over 1,000 customers seeking natural solutions for their health challenges.
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India's Smart Cities Revolution: Driving Innovation and Transformation
India is undergoing a massive urban transformation through the Smart Cities Mission. By 2023, dozens of new smart cities are envisioned that leverage technology and innovation to improve the lives of citizens. These smart cities aim to drive economic growth while also enhancing quality of life through efficient infrastructure, widespread connectivity, sustainable practices and more.
India's smart cities incorporate smart solutions for transportation, energy, healthcare, education, public safety and other aspects of urban life. The ultimate goal is to create livable, workable and sustainable urban centers that serve as models for the future of urban India and improve living standards.
The video provides a glimpse of what India's emerging smart cities may look like with futuristic architecture, efficient infrastructure and widespread connectivity powered by innovative technologies.
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3D Printing a Functional Bearing - Does it Really Work?
I tested out printing a functional bearing using PLA filament in my 3D printer. While the print is far from perfect, the bearing is surprisingly functional and smooths out with use. In this video, I'll show you how I designed and printed the bearing, demonstrate how it works, and discuss tips to improve the print for a smoother bearing. If you're interested in practical 3D printed parts, learning how bearings are made, or just want to see something cool, you'll enjoy watching me test this DIY 3D printed bearing.
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An Introduction to Nanotechnology - What It Is and Why It Matters
Nanotechnology involves engineering and designing materials at the nanoscale - just billionths of a meter in size! In this video, we'll explore what nanotechnology is, how it works, and the novel properties it enables. We'll look at how nanomaterials are being developed for applications in electronics, medicine, energy and more. But we'll also discuss some of the health and environmental risks associated with nanotechnology, and the importance of responsible innovation. By the end, you'll have a solid understanding of this emerging field, and why nanotechnology has the potential to transform nearly every industry in the coming decades.
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The Changing Face of Our Cities: 2023 to 2123
This video takes you on an imagined journey of how our cities may evolve and transform over the next 100 years, from 2023 to 2123. You'll see depictions of how city skylines, landscapes and infrastructure could change decade by decade as new technologies are adopted and sustainable design practices become the norm.
While speculative in nature, the visuals aim to inspire thinking about the long-term future of our urban environments. What challenges and opportunities will cities face in the coming decades? How might we design our cities to be more livable, sustainable and resilient? What role will emerging technologies play in shaping the cities of tomorrow?
The video features a curated soundtrack of electronic and futuristic music, with songs from each decade listed in the description. Enjoy the visual journey while listening to the evolving sound of future music genres.
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Critical Minerals: The Key to Scaling Renewable Energy
Critical minerals like copper, lithium, nickel, cobalt and rare earth elements are essential components of modern clean energy technologies - from wind turbines and power grids to electric vehicles. As the world transitions to renewable energy sources, demand for these minerals will skyrocket. However, extracting and processing the required quantities of critical minerals poses substantial challenges. Overcoming these obstacles will be key to scaling up wind, solar and other renewable technologies to meet global climate goals.
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India's Progress Towards a Renewable Energy Future
In a recent address, Prime Minister Narendra Modi highlighted India's impressive strides towards a sustainable future powered by renewable energy. He applauded the country's growing emphasis on clean, green sources of energy like solar and wind. Under Modi's leadership, India has set ambitious renewable energy targets and invested heavily in the expansion of solar and wind power. These efforts aim to make India more energy independent while also reducing the nation's carbon footprint. Modi's push for renewable energy is an important part of India's vision for a sustainable, low-carbon economy that provides access to reliable power for all citizens.
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Connecting Google Analytics 4 to Tableau for Advanced Data Visualization
This video demonstrates how to connect Google Analytics 4 to Tableau to unlock advanced data visualization and dashboarding capabilities. By connecting these two powerful platforms, you can:
• Access your Google Analytics 4 data in Tableau, including metrics, dimensions, events and user properties
• Create interactive dashboards and charts in Tableau using your Google Analytics data
• Filter, segment and visualize your Google Analytics data in any way you need
• Publish Tableau dashboards and stories to share Google Analytics insights across your organization
Viewers will learn the step-by-step process for connecting Google Analytics 4 to Tableau, including:
• Downloading the Google Analytics connector for Tableau
• Authenticating with a Google account
• Selecting the Google Analytics 4 property to connect
• Exploring and visualizing Google Analytics data in Tableau
By integrating Google Analytics 4 and Tableau, marketers and analysts can gain deeper insights from their Google Analytics data and create more impactful visual reports and dashboards.
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Harnessing the Power of Generative AI for Business Innovation
Generative AI, powered by self-supervised learning and foundation models, is revolutionizing what's possible for businesses. This session provides an overview of generative AI and how companies can harness its potential. Topics include:
• What is generative AI and how does it differ from traditional AI?
• Examples of generative AI applications across industries
• Principles for developing a generative AI strategy and integrating it into your business
• IBM's new data and AI platform for generative AI and the breakthroughs IBM Research is enabling
• How generative AI can drive innovation, improve efficiency and unlock new revenue streams
Join Darío Gil, SVP and Director of IBM Research, as he demystifies generative AI and shares practical guidance for leveraging this transformative technology to gain competitive advantage. Walk away with an understanding of how generative AI can transform your business and a roadmap for getting started.
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Mastering Data Analytics Skills: A Comprehensive Guide
This video provides a step-by-step guide to mastering the essential skills needed for a career in data analytics. The topics covered include:
• Understanding the data analyst role and key responsibilities
• Learning the basics of SQL, data visualization, and data mining techniques
• Mastering Excel skills for data cleaning, manipulation, and analysis
• Gaining proficiency in Python or R for advanced analytics and machine learning
• Developing business intelligence and data storytelling skills
• Learning tips and tricks to land your first data analyst job
• And more!
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