You've requested...

Download this next:

The Big Book of Machine Learning Use Cases – 2nd Edition

The world of machine learning is evolving so quickly that it’s challenging to find real-life use cases that are relevant to your day-to-day work.

That’s why Databricks created this comprehensive guide. Get everything you need — use cases, code samples and notebooks — so you can start putting the Databricks Lakehouse Platform to work today.

Plus, you’ll get case studies from leading companies like Comcast, Regeneron and Nationwide.

Learn how to:

  • Improve on-shelf availability with out of stock modeling
  • Make real-time decisions using quantitative modeling
  • Use dynamic time warping and MLflow to detect sales trends series
  • Detect financial fraud at scale with decision trees and MLflow on Databricks

By registering, I agree to the processing of my personal data by Databricks in accordance with their Privacy Policy. I can update my preferences at any time.

These are also closely related to: "The Guide to Databricks Optimization"

  • 118-page e-book: Mastering generative AI

    This 118-page e-book is a thorough guide to deploying GenAI applications. It details the entire GenAI process, from using foundation models to custom model pretraining and fine-tuning. You’ll learn how to enhance AI with retrieval augmented generation (RAG) and master evaluation and monitoring practices for GenAI.

    You’ll also discover use cases like automating review analysis, enriching chatbot interactions, and creating documentation. The e-book introduces DBRX, Databricks' advanced open-source language model, and advises on training custom models efficiently.

    Access the full e-book now to learn how you can unlock the potential of GenAI for your organization.

    By registering, I agree to the processing of my personal data by Databricks in accordance with their Privacy Policy. I can update my preferences at any time.

  • Automated data integration: Maximize your data lakehouse

    The Databricks Lakehouse platform is a go-to for organizations eager to leverage their data fully. But to reap its full value, one must navigate data integration hurdles. This e-book details how to supercharge your Databricks Lakehouse by:

    • Facilitating universal, real-time data ingestion from any source into Databricks
    • Streamlining data transformation into analytics-ready forms without manual coding
    • And creating a secure, governed data catalog for easy access to reliable data

    Read this e-book now to find out how you can automate your entire data pipeline to reduce risk, boost ROI, and free your data engineers.

Find more content like what you just read:

  • Cloud data lakes: How the top platforms compare

    This e-book explores the top cloud data lake solutions from AWS, Google, Microsoft, Cloudera, Databricks, and Snowflake. Inside, you'll learn how these platforms compare in features like storage, processing, security, and analytics. Download this comprehensive comparison guide now to find the right cloud data lake for your enterprise.

    Download

  • Cloud data lakes: How the top platforms compare

    This e-book explores the top cloud data lake solutions from AWS, Google, Microsoft, Cloudera, Databricks, and Snowflake. Inside, you'll learn how these platforms compare in features like storage, processing, security, and analytics. Download this comprehensive comparison guide now to find the right cloud data lake for your enterprise.

    Download

  • The rise of large language models & how to capitalize on it

    Large language models (LLMs) are becoming increasingly important in a variety of applications such as natural language processing, machine translation, code and text generation, and more. Read on to understand the recent rise of LLMs and discover strategies you can leverage to become more data-driven with an LLM.

    Download

  • Ultimate guide to machine learning operations

    Generative models such as large language models (LLMs) and image generation models have revolutionized the machine learning (ML) landscape. However, their arrival also introduces new challenges. Read on to learn how you can leverage a unified, data-centric AI platform to achieve long-term efficiency and performance stability of ML in production.

    Download

  • Improving data quality in the age of generative AI

    Generative AI can revolutionize your business. But it relies on one crucial element: high-quality data. This playbook from Alteryx and Databricks, “Improving Data Quality in the Age of Generative AI”, will give you strategies to overcome data quality challenges for your generative AI initiatives. Read on now to learn more.

    Download

  • AI, Today: Insights From 400 Senior AI Professionals on Generative AI, ROI, Use Cases, and More

    As GenAI becomes a cornerstone of modern business, 90% of leaders are making substantial investments to harness its potential. Of those, 33% have created new budget lines specifically for GenAI, while 57% are using money from other budgets, such as IT, data science, or analytics. Access this research content now to learn more.

    Download

  • Computer Weekly - 21 September 2021: The cities planning for ethical use of AI

    In this week's Computer Weekly, we talk to tech leaders in Barcelona and London about a collaboration to ensure ethical use of AI in the era of smart cities. The UK government wants to reform data protection law – we assess the implications. And we examine the latest best practice in hybrid cloud. Read the issue now.

    Download

  • CW APAC, February 2021: Buyer’s guide to data management

    In this handbook, focused on data management in the Asia-Pacific region, Computer Weekly looks at best practices, Alibaba’s use of databases, the role of artificial intelligence in handling information and data trends to look out for

    Download

  • Streamlining hybrid app and cloud data workflows

    Orchestrating hybrid application and cloud data service workflows can be complex. Learn how BMC Helix Control-M and Control-M can help reduce this complexity and accelerate data-driven business projects. Read the full white paper to discover more.

    Download

  • GenAI Platforms Buyers Guide

    Access the 2024 Ventana Research Buyers Guide to see GenAI platforms compared.

    Download

  • Computer Weekly – 26 September 2023: Preparing for post-quantum cryptography

    In this week's Computer Weekly, our latest buyer's guide assesses the challenges for cryptography in the emerging era of quantum computing. Google Cloud experts explain how the internet giant is preparing its datacentres for a world of AI. And we examine the privacy, compliance and backup issues from generative AI. Read the issue now.

    Download

  • Spark Muscles Into Big Data Processing

    Armed with data processing, streaming and machine learning capabilities, the multitalented Apache Spark architecture is becoming a force in its own right.

    Download

  • Accelerate growth and improve competitiveness with artificial intelligence

    It’s time to achieve your own AI success. Grab a copy of this e-book to browse a compendium of case studies in which 10 leading companies are successfully using AI with AWS to drive innovation, improve the customer experience, boost application performance, and automate business operations.

    Download

  • Data-Driven Sales Mastery: Insights from Tech Leaders

    In this webcast, leaders from TechTarget, Databricks and Airtable discuss how sales leaders can improve sales activity by leveraging data. But what data should they leverage, and how should they use it? Watch now to unlock answers.

    Download

  • Accelerate data delivery with cloud warehouse modernization

    In this e-book, you'll find out how you can modernize your data warehouse with automated, no-code pipelines that accelerate data delivery, increase accuracy, and reduce costs. Read the full e-book now to discover the potential benefits for your business.

    Download

  • 11 trends poised to impact data engineers in 2024

    The data space moves quickly. In this e-book, you’ll discover 11 of the most important trends that are poised to shake up the data engineering landscape this year, including data contracts, cost optimization, the evolution of modern data, and 8 more. Read on to learn how data engineering will evolve in 2024.

    Download

  • Reimagine Retail and Consumer Goods Innovation with Generative AI

    Learn how industry leaders like adidas and OfferUp improve insights, elevate experiences, increase efficiency, and fuel growth using next-generation technologies. Read the ebook and start your generative AI journey with AWS today.

    Download

  • Reimagine Retail and Consumer Goods Innovation with Generative AI

    Retail and consumer goods companies of all sizes are getting started with generative artificial intelligence (GenAI). To capitalize on its potential, in this e-book you’ll explore 4 important retail and consumer goods GenAI use cases that are most relevant to your business.

    Download

  • Computer Weekly - 5 April 2022: Police use of AI needs overhaul to prevent abuse

    In this week's Computer Weekly, a House of Lords inquiry calls for a rethink on how police forces use AI technologies – we examine the issues. Our new buyer's guide looks into edge datacentres. And the EU and US agree a new data protection deal to replace Privacy Shield, but will it stand up to scrutiny? Read the issue now.

    Download

  • Data integration success stories: Overcoming top challenges

    Enterprises across industries are streamlining data pipelines with Qlik's Data Integration Platform. In this e-book, you'll learn how companies like Generali, USAA, and Fanatics accelerated data delivery, scaled data volumes, and improved data access. Read the full case studies now to learn how you can overcome top data integration challenges.

    Download

  • 9 ways to scale AI with data integration and "Super iPaaS"

    As enterprises scale AI, data integration is critical to overcoming challenges like data silos, quality, and security. This white paper explores how modern data integration solutions can provide the foundation for successful, scalable AI initiatives. Learn more by reading the full white paper.

    Download

  • 9 ways to scale AI with data integration and "Super iPaaS"

    As enterprises scale AI, data integration is critical to overcoming challenges like data silos, quality, and security. This white paper explores how modern data integration solutions can provide the foundation for successful, scalable AI initiatives. Learn more by reading the full white paper.

    Download

  • The 6 essential principles for AI-ready data

    In this white paper, you'll find out how to establish a trusted data foundation for AI with 6 key principles: data must be diverse, timely, accurate, secure, discoverable, and consumable by machine learning and large language models. Read on now to learn how you can unlock your organization's AI potential.

    Download

  • A Computer Weekly buyer's guide to deep learning

    Deep learning can help companies operate faster and more efficiently. In this 13-page buyer'sguide, Computer Weekly looks at the advanced tools available for developers building intelligentapps, the frameworks that can be used and the kit that can enhance a programmer's toolbox.

    Download

  • Advanced analytics meld with machine learning to press more value from big data

    In this e-guide we shine the light on a number of case studies taken from around the world of data analytics. We delve into a number of Silicon Valley-based startups that are looking to shake up the data analytics industry as well as glimpsing into the future of AI-based analytics, data visualisation tools and the Australian data analytics market.

    Download

  • Inside the building blocks of GenAI success & how to get started

    Generative AI is transforming industries, but successful adoption requires a strategic approach. This e-book explores the evolution of GenAI in organizations, the importance of data management, and a framework for building GenAI-driven businesses. Read the full e-book to learn how to harness the power of GenAI.

    Download

  • Computer Weekly – 23 July 2024: Serving up a GenAI experience at Wimbledon

    In this week's Computer Weekly, we go behind the scenes at Wimbledon to find out how technology is improving the tennis experience for fans. We talk to Meta's AI research chief about the challenges and opportunities of large language models. And we find out why cloud databases are becoming increasingly popular. Read the issue now.

    Download

  • MicroScope – January 2022: Squaring up to ransomware

    In this issue, discover how to best fend off the ever-increasing threat of ransomware, learn what the next stage of the data warehouse could be, and find out what leading channel experts believe awaits the industry in the year ahead

    Download

  • 7 use cases to build trust in your data

    In this e-book, you'll discover how Qlik Talend's comprehensive data integration and quality solutions can address a wide range of modern use cases, from database synchronization to data warehouse modernization. Read on to learn how you can gain trusted data and unlock valuable insights.

    Download

  • Unleash AI for your organization

    As AI adoption grows, organizations are facing challenges like development delays, skill shortages, and high infrastructure costs. Read on to learn how you can leverage Lenovo's AI know-how, services, and solutions to overcome deployment challenges and unlock AI success for your business.

    Download

  • A Computer Weekly buyer's guide to storage for the internet of things

    The internet of things is being used to improve storage options. In this 13-page buyer's guide, Computer Weekly looks at how the IoT could increase volumes of data, the challenges it may bring, and the role edge processing, analytics and the cloud has to play in increasing profits

    Download

  • Launching a cloud-based analytics campaign: The peaks and pitfalls

    In this expert e-guide, learn about some of the major issues facing modern analytics. Read about the initial struggle of launching an operational analytics program, and how integration with cloud solutions can help alleviate these pains. In addition, read about a travel-booking company's success story of BI cloud integration.

    Download

  • Computer Weekly – 29 January 2019: A vintage digital transformation for Majestic Wines

    In this week's Computer Weekly, we examine the digital transformation of retailer Majestic Wines and find out how buying rival Naked Wines led to a cloud overhaul of the firm's IT. We look at the challenges for IT managers as they prepare for the end of Windows 7 support. And our buyer's guide discusses deep learning technology. Read the issue now.

    Download

  • What the future holds for cloud management in APAC

    In this e-guide, we dish out useful tips from APAC organisations that have successfully migrated to the cloud, the thinking behind their approaches to cloud migration and what they are doing to not only keep the lights on, but also raise their game in areas such as cloud data management and cloud security.

    Download

  • IT Leader’s Guide to Successful Data Governance

    This white paper will focus on how an architecture of different technologies and technological capabilities supports data governance. Read on to learn why the key to a successful data architecture is bringing together various software to efficiently address data challenges.

    Download

  • Business leader's guide to modern applications

    What makes modern applications stand out from the rest? From unleashing innovation to capturing competitive advantage, modern apps are proving transformative for many organizations. Read this ebook to learn more.

    Download

  • AI is reshaping your cloud strategy

    AI is reshaping your cloud strategy, and now is your chance to choose how AI is implemented within your AI strategy. This report, produced by Forrester Research, provides guidance on integrating AI into your cloud strategy and examines the potential and limitations of running AI workloads in the cloud. Read on to learn more.

    Download

  • Top IT Predictions in APAC in 2023

    In this round-up, we review some of the key IT trends that are likely to shape the industry across the APAC region in 2023.

    Download

  • Computer Weekly - 9 November 2021: How a cloud-first strategy helped save animals in the pandemic

    In this week's Computer Weekly, we talk to the RSPCA about how its cloud-first strategy helped to save animals throughout the pandemic. Data warehouses have been part of the IT landscape for 30 years – but are they now old technology, and what's next? And we assess how Brexit has affected risk and resilience in the datacentre. Read the issue now.

    Download

  • Report: Pharma and R&D prioritize AI, digital transformation

    Life sciences companies are prioritizing digital transformation to accelerate drug discovery and development. Learn how a unified platform can enable collaboration, data governance, and reproducibility to drive innovation. Check out the eBook to learn more.

    Download

  • Who will win the world's biggest cloud contract?

    In this week's Computer Weekly, we examine the $10bn Pentagon cloud contract – codenamed JEDI – and ask why it is taking so long to choose a supplier. We discuss with IT chiefs how AI will transform technology leadership. And we look at how to improve your email security. Read the issue now.

    Download

  • How AllCloud can support your cloud journey

    Orion, a leading supplier of carbon black, wanted to migrate its highly complex simulations of chemical processes to the cloud. The company partnered with AllCloud to prepare the cloud journey, resulting in 20% faster calculations and improved manufacturing processes. Access the case study to explore how AllCloud can support your cloud journey.

    Download

  • Computer Weekly - 23 August 2022: How digital technology rescued Merlin

    In this week's Computer Weekly, we talk to Merlin Entertainments – operator of Legoland and Alton Towers – about how digital saved the company when Covid shut its theme parks. We find out how data analytics can help to track greenhouse gas emissions. And Southern Water explains how data supports vulnerable customers. Read the issue now.

    Download

  • Cloud analytics automation 101: Discover benefits, methods, & use cases

    In this 48-page For Dummies e-book, you’ll discover how leveraging the cloud for analytics automation enables enterprise customers to connect their disparate data sources across multiple clouds and their on-premises data centers. Read on to learn how you can get the most out of your data.

    Download

  • The LLM Mesh: A Practical Guide to Using Generative AI in the Enterprise

    This data, from a 2024 Dataiku and Cognizant survey of 200 senior analytics and IT leaders, highlights that GenAI is a top priority at the highest level — nearly three-quarters of respondents (73%) will spend over $500,000 on the tech in the next 12 months.

    Download

  • Computer Weekly – 8 October 2019: Showcasing the potential of 5G

    In this week's Computer Weekly, we visit an ambitious trial in Bristol that is showcasing the possibilities offered by 5G roll-out. We look at how emerging automation technologies are enhancing the use of identity and access management tools. And we assess the Government Digital Service plan for transforming public services. Read the issue now.

    Download

  • How to tackle information overload

    In this week's Computer Weekly, we hear from Microsoft CEO Satya Nadella about how the firm wants to use cloud, machine learning and innovative datacentre technologies to open up access to information. Our new buyer's guide looks at network function virtualisation. And we examine the role of blockchain in cloud data security. Read the issue now.

    Download