The document discusses two companies, MONOLITH and VICE Golf, that Ahead of Time Investment Advisors has invested in. MONOLITH offers Google Analytics solutions tailored for the retail industry. VICE Golf produces and sells premium golf balls exclusively online at low prices. The document also provides contact information for Monty C. M. Metzger, the CEO and founder of Ahead of Time Investment Advisors.
This document discusses various health monitoring devices and how sensor data can be used in business and marketing. It mentions sensors that monitor wireless air strips, take electrocardiograms, measure blood pressure, track weight, and monitor sleep. It also discusses how sensor data can be used as a business, for marketing purposes, and to understand customers. The document promotes the company Ahead of Time as innovation advisors and investors and includes quotes praising their understanding of industry trends.
Man Machine Interface: How we interact with Digital Devices?Monty C. M. Metzger
The document discusses several emerging technologies including tsunamis, man-machine interfaces, life logging, Google Glass, telepathy, LEAP Motion, and MYO armbands. It also introduces Ahead of Time, an investment advisory firm focused on innovation, and their CEO and founder Monty Metzger.
The document discusses crowdfunding and provides tips for successful crowdfunding campaigns. It notes the top 5 rules for success are to prepare thoroughly before starting, commit 150% time during the campaign, provide the best support for backers, realize funding won't happen without social media, and set a realistic funding goal. The document also introduces Ahead of Time as an investment advisory firm that keeps its "finger on the pulse" of industries to understand where they are headed.
This document discusses how app store ranking is becoming increasingly important for mobile apps, similar to how search engine ranking is important for websites. It notes that apps need to be in the top 25 listing to be found, and that 96% of iPhone users browse the top 25 apps weekly. The document promotes a service called "App KatAPPult" that claims to guarantee a top 25 app store ranking. It argues that app store ranking is the new combined search engine marketing and optimization for mobile.
The document forecasts trends in the Internet of Things through 2025. It predicts that by 2022, smart textiles will emerge followed by more widespread use of robots around 2030. This could usher in a new economic paradigm combining elements of the maker economy, sharing economy, and zero marginal cost society. The document raises questions around whether and when such a utopian vision may be realized, suggesting potential target years of 2025, 2035, or 2045.
Das Erwachen der Roboter im Content Marketing.Michael Schmitt
Einsatzpotentiale und Funktionsweisen von künstlicher Intelligenz (engl. artificial intelligence) im Content Marketing werden anhand aktueller Entwicklungen und den Beispielen einer Sentiment Analyse und dem automatischen Anpassen und Personalisieren von Web-Inhalten veranschaulicht.
The document discusses two companies, MONOLITH and VICE Golf, that Ahead of Time Investment Advisors has invested in. MONOLITH offers Google Analytics solutions tailored for the retail industry. VICE Golf produces and sells premium golf balls exclusively online at low prices. The document also provides contact information for Monty C. M. Metzger, the CEO and founder of Ahead of Time Investment Advisors.
This document discusses various health monitoring devices and how sensor data can be used in business and marketing. It mentions sensors that monitor wireless air strips, take electrocardiograms, measure blood pressure, track weight, and monitor sleep. It also discusses how sensor data can be used as a business, for marketing purposes, and to understand customers. The document promotes the company Ahead of Time as innovation advisors and investors and includes quotes praising their understanding of industry trends.
Man Machine Interface: How we interact with Digital Devices?Monty C. M. Metzger
The document discusses several emerging technologies including tsunamis, man-machine interfaces, life logging, Google Glass, telepathy, LEAP Motion, and MYO armbands. It also introduces Ahead of Time, an investment advisory firm focused on innovation, and their CEO and founder Monty Metzger.
The document discusses crowdfunding and provides tips for successful crowdfunding campaigns. It notes the top 5 rules for success are to prepare thoroughly before starting, commit 150% time during the campaign, provide the best support for backers, realize funding won't happen without social media, and set a realistic funding goal. The document also introduces Ahead of Time as an investment advisory firm that keeps its "finger on the pulse" of industries to understand where they are headed.
This document discusses how app store ranking is becoming increasingly important for mobile apps, similar to how search engine ranking is important for websites. It notes that apps need to be in the top 25 listing to be found, and that 96% of iPhone users browse the top 25 apps weekly. The document promotes a service called "App KatAPPult" that claims to guarantee a top 25 app store ranking. It argues that app store ranking is the new combined search engine marketing and optimization for mobile.
The document forecasts trends in the Internet of Things through 2025. It predicts that by 2022, smart textiles will emerge followed by more widespread use of robots around 2030. This could usher in a new economic paradigm combining elements of the maker economy, sharing economy, and zero marginal cost society. The document raises questions around whether and when such a utopian vision may be realized, suggesting potential target years of 2025, 2035, or 2045.
Das Erwachen der Roboter im Content Marketing.Michael Schmitt
Einsatzpotentiale und Funktionsweisen von künstlicher Intelligenz (engl. artificial intelligence) im Content Marketing werden anhand aktueller Entwicklungen und den Beispielen einer Sentiment Analyse und dem automatischen Anpassen und Personalisieren von Web-Inhalten veranschaulicht.
This document appears to be a presentation from Ahead of Time GmbH, an investment advisory firm. It discusses several digital trends such as the mobile planet, sensor technology, context data, retail revolution, social impact, and new forms of social media. Specific technologies and companies discussed include Google Glass, fitness trackers, mobile health devices, social reading platforms, and new models for retail and banking. The presentation emphasizes that while it's difficult to predict the future, disruptive change will occur more rapidly than expected in mobile, sensors, data usage and their impact on business models. It promotes thinking big and starting with understanding user needs to drive marketing innovation.
Technology Futurist Monty Metzger (http://blog.monty.de/keynote-speaker) speaks about how to master the fourth industrial revolution. The Digital Future will have far more impact — the next 25 years will usher more change than in the previous three centuries. What separates great leaders from the rest, is they have a precise vision of the future. A vision to enable change today.
Who will be leading the Fourth Industrial Revolution? How will our economy depend on data, analytics and AI? How Digital Transformation can boost your business?
Monty’s keynote speeches are for those who want to change things and for those who want embrace the opportunities of the Digital Future.
Book Monty for your conference, workshop or company meeting
http://blog.monty.de/keynote-speaker
Why Mobile Is The Future Of Customer Engagementcandylabs
Three key reasons businesses are investing in mobile: 1) Smartphone shipments are accelerating rapidly as more are sold each year than PCs; 2) Mobile engagement is higher as people spend more time on their phones; 3) Mobile is a social technology as users are twice as likely to share content on their phones than desktops. Case studies show how companies like Uber and WPP have optimized processes and improved customer experiences through mobile applications.
Delivering Innovation and Digital Transformation with IoT by V R Vijay Anand,...Wipro Digital
Business outcomes and Human Centric Design – These are the two key drivers for digital transformation enabled by IoT. Every industry is realizing the need for this and is embracing the same in a way, relevant to their industry and business priorities. For the industry to leverage the connected ecosystem and achieve the maturity that is predicted, the challenge lies with the service providers to work collaboratively as an ecosystem, nurture innovation and design for the future. In this session you will hear about our proven approach and industry successes we have delivered.
How to grow Audience Activity in Shopping Malls with Digital Signagedimedis GmbH
Summary: Germany's big shopping mall carrier "mfi" (Arcaden Shopping) uses Digital Signage to improve the visitors loyality by combining interactive Digital Signage with its couponing system. The shopping malls are equiped with steles that consist of two touchable screens, a printer, a card reader and a camera. Sales discounts and coupons can be delivered locally either as a QR code for any mobile device or as a print coupon.
The document discusses how to recruit a social media manager. It recommends looking for candidates who are passionate about the company and social media, have experience with online communication and social media, and are creative and flexible. It also suggests building a talent community on social media platforms, activating your network to spread job opportunities, and tracking recruitment results from social media efforts.
Digital Transformation - International Days - Artevelde University College - ...Ayman van Bregt
Lecture on digital transformation for students of the Artevelde University College in Ghent, Belgium.
The internet has been around for 25 years and has caused many disruptions. With more disruptions to come, many organizations are seeking for ways to use digital opportunities in a meaningful way creating more value for customers and sustaining their business.
The impact of the development of the Web on marketing and communications and how it causes digital disruption for companies is shown in this talk. With practical examples you will get insights in how organizations can create more value for customers at the same time also the organization can benefit from these efforts. Several digital developments such as mobile, social and 'internet of things' will be presented. Besides the use of theoretical models for digital disruption and digital transformation, some case studies are presented which bring directly applicable tips to take home.
Principles for digital transformation are a changing value proposition, business model, culture, technology and organization.
Indviduellverkaufen von social media zum social crm-kam final 26062014Friedel Jonker
This document discusses IBM's transition to a social CRM-KAM (customer relationship management - key account management) model. It outlines IBM's strategy, which involves integrating social media and analytics into every business function. The document describes how IBM has operationalized this strategy by building and implementing the SalesConnect platform. It discusses lessons learned from IBM's experience in driving organizational change to adopt social CRM practices.
EBE 2020 The truth behind mass customization - Unlock customization business ...E-Commerce Berlin EXPO
Christian Möhring
CEO & Founder madeone (ex-Nike, ex-Ikea)
Over the last decades large brands and companies were not able to unlock the full potential of mass customization. The complexity of customized products as well as the direct to consumer business challenges are main barriers. Mass customization has to be considered more than ever before as a relevant growth driver for many established e-commerce business models. A key to success is to take-out complexity through-out the end to end process. Christian will share his own experiences with enabling customization business working for large corporations as Nike and Ikea, SMEs and his company madeone, focussed on 'Customization as a Service'.
Founder of madeone is Christian Möhring who has a rich expertise in managing digital business models for world’s leading consumer brands. In his last role working for larger corporations as Head of Digital at IKEA, the Swedish life at home expert and world’s largest multichannel retailer for home furnishing products, he got exposed to one of the most valuable retail brands and highly efficient supply chains. From 2009 to 2014 he had the opportunity to work for the US Sports Brand Nike, in Germany and lastly on a European level, where he was responsible for Digital Brand and Commerce. At Nike he was also responsible for the strategic development and marketing of NIKEiD, Nike’s mass customization business. Before Nike, from 2006-2009, he got the exciting chance to built his first Ecommerce business including an own direct-to-consumer channel for the German glassware brand Leonardo. In 2015 he has founded the start-up helmade.com, a platform business model for customized helmets. Since 2019 he has evolved his company to madeone offering 'Customization as a Service' (CaaS) and as CEO he is now fully focusing on enabling brands and companies to unlock their customization business potential.
Ibm customer experience - iab12 - milano - ArdigoMax Ardigó 🇦🇷
This document summarizes three case studies of social business, digital marketing, and integrated CRM: Moby, Amadori, and Avanzi on the new IBM platform for Customer Experience & Multichannel Marketing. It discusses how the IBM Customer Experience Suite provides digital solutions to connect companies and markets through social business strategies and digital marketing optimization. Examples are provided of how Moby, Amadori, and Avanzi have leveraged the IBM platform to improve customer retention rates, enlarge customer bases and knowledge, maximize revenue, and more through social engagement, digital analytics, and new multichannel approaches.
CWIN 17 New-York / Keynote meeting the open innovation imperativeCapgemini
This document discusses how companies can leverage emerging technologies and innovation strategies to gain competitive advantages in today's digital era. It recommends that companies become "software companies" by adopting agile development practices like DevOps and having more flexible IT architectures. It also stresses the importance of "applied innovation" through partnerships in open innovation ecosystems. The document outlines trends in artificial intelligence, cloud computing, and other digital technologies that are disrupting industries and presents two innovation strategies for companies to pursue: becoming a software company and engaging in applied innovation.
CWIN17 Toulouse / How emerging technologies fuel business and disrupt market-...Capgemini
This document discusses how Capgemini is helping clients adapt to new digital technologies and market demands through two approaches: becoming a software company and applied innovation. It highlights various initiatives Capgemini is taking to foster innovation, such as innovation centers and labs, startup programs, and an innovation newsletter. The document emphasizes that fully leveraging new technologies will define future market leaders.
50 Business Models à copier pour innover son propre modèle d'affaires.
Board of Innovation est l'auteur de ce rapport qui a été téléchargé plus de 10 000 fois.
Bring business-to-consumer-caliber experiences to business-to-business buyers with seamless commerce for the enterprise. See how this offering, based on SAP Hybris solutions, provides a fully integrated shopping experience to enterprise buyers of any products, solutions, or services. For more, visit us at: https://www.hybris.com/commerce
1. Marketing needs reinvention to keep up with changes in consumer behavior driven by new digital technologies and channels.
2. Understanding digital trends like the rise of mobile devices allows marketers to stay ahead of their customers' shifting preferences.
3. Effectively utilizing digital marketing technologies can help companies gain a competitive advantage and superior performance by personalizing experiences, testing approaches, and meeting consumers across all channels.
Topic: The reinvention of Marketing
* How to understand, measure and optimise Big Data
* Analysing the audience: How they are using current trends in digital marketing and solutions and what you should be doing
* Comparing and Competing: How to use “Digital Index Reports” to benchmark sectors and companies for awesome results!
Presentation at On The Edge Reading, 24th September 2014.
The reinvention of Marketing with Jamie Brighton, Head of Strategic Marketing EMEA, Adobe
- How to understand, measure and optimise Big Data
- Analysing the audience: How they are using current trends in digital marketing and solutions and what you should be doing
- Comparing and Competing: How to use “Digital Index Reports” to benchmark sectors and companies for awesome results!
This document appears to be a presentation from Ahead of Time GmbH, an investment advisory firm. It discusses several digital trends such as the mobile planet, sensor technology, context data, retail revolution, social impact, and new forms of social media. Specific technologies and companies discussed include Google Glass, fitness trackers, mobile health devices, social reading platforms, and new models for retail and banking. The presentation emphasizes that while it's difficult to predict the future, disruptive change will occur more rapidly than expected in mobile, sensors, data usage and their impact on business models. It promotes thinking big and starting with understanding user needs to drive marketing innovation.
Technology Futurist Monty Metzger (http://blog.monty.de/keynote-speaker) speaks about how to master the fourth industrial revolution. The Digital Future will have far more impact — the next 25 years will usher more change than in the previous three centuries. What separates great leaders from the rest, is they have a precise vision of the future. A vision to enable change today.
Who will be leading the Fourth Industrial Revolution? How will our economy depend on data, analytics and AI? How Digital Transformation can boost your business?
Monty’s keynote speeches are for those who want to change things and for those who want embrace the opportunities of the Digital Future.
Book Monty for your conference, workshop or company meeting
http://blog.monty.de/keynote-speaker
Why Mobile Is The Future Of Customer Engagementcandylabs
Three key reasons businesses are investing in mobile: 1) Smartphone shipments are accelerating rapidly as more are sold each year than PCs; 2) Mobile engagement is higher as people spend more time on their phones; 3) Mobile is a social technology as users are twice as likely to share content on their phones than desktops. Case studies show how companies like Uber and WPP have optimized processes and improved customer experiences through mobile applications.
Delivering Innovation and Digital Transformation with IoT by V R Vijay Anand,...Wipro Digital
Business outcomes and Human Centric Design – These are the two key drivers for digital transformation enabled by IoT. Every industry is realizing the need for this and is embracing the same in a way, relevant to their industry and business priorities. For the industry to leverage the connected ecosystem and achieve the maturity that is predicted, the challenge lies with the service providers to work collaboratively as an ecosystem, nurture innovation and design for the future. In this session you will hear about our proven approach and industry successes we have delivered.
How to grow Audience Activity in Shopping Malls with Digital Signagedimedis GmbH
Summary: Germany's big shopping mall carrier "mfi" (Arcaden Shopping) uses Digital Signage to improve the visitors loyality by combining interactive Digital Signage with its couponing system. The shopping malls are equiped with steles that consist of two touchable screens, a printer, a card reader and a camera. Sales discounts and coupons can be delivered locally either as a QR code for any mobile device or as a print coupon.
The document discusses how to recruit a social media manager. It recommends looking for candidates who are passionate about the company and social media, have experience with online communication and social media, and are creative and flexible. It also suggests building a talent community on social media platforms, activating your network to spread job opportunities, and tracking recruitment results from social media efforts.
Digital Transformation - International Days - Artevelde University College - ...Ayman van Bregt
Lecture on digital transformation for students of the Artevelde University College in Ghent, Belgium.
The internet has been around for 25 years and has caused many disruptions. With more disruptions to come, many organizations are seeking for ways to use digital opportunities in a meaningful way creating more value for customers and sustaining their business.
The impact of the development of the Web on marketing and communications and how it causes digital disruption for companies is shown in this talk. With practical examples you will get insights in how organizations can create more value for customers at the same time also the organization can benefit from these efforts. Several digital developments such as mobile, social and 'internet of things' will be presented. Besides the use of theoretical models for digital disruption and digital transformation, some case studies are presented which bring directly applicable tips to take home.
Principles for digital transformation are a changing value proposition, business model, culture, technology and organization.
Indviduellverkaufen von social media zum social crm-kam final 26062014Friedel Jonker
This document discusses IBM's transition to a social CRM-KAM (customer relationship management - key account management) model. It outlines IBM's strategy, which involves integrating social media and analytics into every business function. The document describes how IBM has operationalized this strategy by building and implementing the SalesConnect platform. It discusses lessons learned from IBM's experience in driving organizational change to adopt social CRM practices.
EBE 2020 The truth behind mass customization - Unlock customization business ...E-Commerce Berlin EXPO
Christian Möhring
CEO & Founder madeone (ex-Nike, ex-Ikea)
Over the last decades large brands and companies were not able to unlock the full potential of mass customization. The complexity of customized products as well as the direct to consumer business challenges are main barriers. Mass customization has to be considered more than ever before as a relevant growth driver for many established e-commerce business models. A key to success is to take-out complexity through-out the end to end process. Christian will share his own experiences with enabling customization business working for large corporations as Nike and Ikea, SMEs and his company madeone, focussed on 'Customization as a Service'.
Founder of madeone is Christian Möhring who has a rich expertise in managing digital business models for world’s leading consumer brands. In his last role working for larger corporations as Head of Digital at IKEA, the Swedish life at home expert and world’s largest multichannel retailer for home furnishing products, he got exposed to one of the most valuable retail brands and highly efficient supply chains. From 2009 to 2014 he had the opportunity to work for the US Sports Brand Nike, in Germany and lastly on a European level, where he was responsible for Digital Brand and Commerce. At Nike he was also responsible for the strategic development and marketing of NIKEiD, Nike’s mass customization business. Before Nike, from 2006-2009, he got the exciting chance to built his first Ecommerce business including an own direct-to-consumer channel for the German glassware brand Leonardo. In 2015 he has founded the start-up helmade.com, a platform business model for customized helmets. Since 2019 he has evolved his company to madeone offering 'Customization as a Service' (CaaS) and as CEO he is now fully focusing on enabling brands and companies to unlock their customization business potential.
Ibm customer experience - iab12 - milano - ArdigoMax Ardigó 🇦🇷
This document summarizes three case studies of social business, digital marketing, and integrated CRM: Moby, Amadori, and Avanzi on the new IBM platform for Customer Experience & Multichannel Marketing. It discusses how the IBM Customer Experience Suite provides digital solutions to connect companies and markets through social business strategies and digital marketing optimization. Examples are provided of how Moby, Amadori, and Avanzi have leveraged the IBM platform to improve customer retention rates, enlarge customer bases and knowledge, maximize revenue, and more through social engagement, digital analytics, and new multichannel approaches.
CWIN 17 New-York / Keynote meeting the open innovation imperativeCapgemini
This document discusses how companies can leverage emerging technologies and innovation strategies to gain competitive advantages in today's digital era. It recommends that companies become "software companies" by adopting agile development practices like DevOps and having more flexible IT architectures. It also stresses the importance of "applied innovation" through partnerships in open innovation ecosystems. The document outlines trends in artificial intelligence, cloud computing, and other digital technologies that are disrupting industries and presents two innovation strategies for companies to pursue: becoming a software company and engaging in applied innovation.
CWIN17 Toulouse / How emerging technologies fuel business and disrupt market-...Capgemini
This document discusses how Capgemini is helping clients adapt to new digital technologies and market demands through two approaches: becoming a software company and applied innovation. It highlights various initiatives Capgemini is taking to foster innovation, such as innovation centers and labs, startup programs, and an innovation newsletter. The document emphasizes that fully leveraging new technologies will define future market leaders.
50 Business Models à copier pour innover son propre modèle d'affaires.
Board of Innovation est l'auteur de ce rapport qui a été téléchargé plus de 10 000 fois.
Bring business-to-consumer-caliber experiences to business-to-business buyers with seamless commerce for the enterprise. See how this offering, based on SAP Hybris solutions, provides a fully integrated shopping experience to enterprise buyers of any products, solutions, or services. For more, visit us at: https://www.hybris.com/commerce
1. Marketing needs reinvention to keep up with changes in consumer behavior driven by new digital technologies and channels.
2. Understanding digital trends like the rise of mobile devices allows marketers to stay ahead of their customers' shifting preferences.
3. Effectively utilizing digital marketing technologies can help companies gain a competitive advantage and superior performance by personalizing experiences, testing approaches, and meeting consumers across all channels.
Topic: The reinvention of Marketing
* How to understand, measure and optimise Big Data
* Analysing the audience: How they are using current trends in digital marketing and solutions and what you should be doing
* Comparing and Competing: How to use “Digital Index Reports” to benchmark sectors and companies for awesome results!
Presentation at On The Edge Reading, 24th September 2014.
The reinvention of Marketing with Jamie Brighton, Head of Strategic Marketing EMEA, Adobe
- How to understand, measure and optimise Big Data
- Analysing the audience: How they are using current trends in digital marketing and solutions and what you should be doing
- Comparing and Competing: How to use “Digital Index Reports” to benchmark sectors and companies for awesome results!
Similar to The Power of Data - wie Daten das Marketing verändern. (20)
Global Situational Awareness of A.I. and where its headedvikram sood
You can see the future first in San Francisco.
Over the past year, the talk of the town has shifted from $10 billion compute clusters to $100 billion clusters to trillion-dollar clusters. Every six months another zero is added to the boardroom plans. Behind the scenes, there’s a fierce scramble to secure every power contract still available for the rest of the decade, every voltage transformer that can possibly be procured. American big business is gearing up to pour trillions of dollars into a long-unseen mobilization of American industrial might. By the end of the decade, American electricity production will have grown tens of percent; from the shale fields of Pennsylvania to the solar farms of Nevada, hundreds of millions of GPUs will hum.
The AGI race has begun. We are building machines that can think and reason. By 2025/26, these machines will outpace college graduates. By the end of the decade, they will be smarter than you or I; we will have superintelligence, in the true sense of the word. Along the way, national security forces not seen in half a century will be un-leashed, and before long, The Project will be on. If we’re lucky, we’ll be in an all-out race with the CCP; if we’re unlucky, an all-out war.
Everyone is now talking about AI, but few have the faintest glimmer of what is about to hit them. Nvidia analysts still think 2024 might be close to the peak. Mainstream pundits are stuck on the wilful blindness of “it’s just predicting the next word”. They see only hype and business-as-usual; at most they entertain another internet-scale technological change.
Before long, the world will wake up. But right now, there are perhaps a few hundred people, most of them in San Francisco and the AI labs, that have situational awareness. Through whatever peculiar forces of fate, I have found myself amongst them. A few years ago, these people were derided as crazy—but they trusted the trendlines, which allowed them to correctly predict the AI advances of the past few years. Whether these people are also right about the next few years remains to be seen. But these are very smart people—the smartest people I have ever met—and they are the ones building this technology. Perhaps they will be an odd footnote in history, or perhaps they will go down in history like Szilard and Oppenheimer and Teller. If they are seeing the future even close to correctly, we are in for a wild ride.
Let me tell you what we see.
Learn SQL from basic queries to Advance queriesmanishkhaire30
Dive into the world of data analysis with our comprehensive guide on mastering SQL! This presentation offers a practical approach to learning SQL, focusing on real-world applications and hands-on practice. Whether you're a beginner or looking to sharpen your skills, this guide provides the tools you need to extract, analyze, and interpret data effectively.
Key Highlights:
Foundations of SQL: Understand the basics of SQL, including data retrieval, filtering, and aggregation.
Advanced Queries: Learn to craft complex queries to uncover deep insights from your data.
Data Trends and Patterns: Discover how to identify and interpret trends and patterns in your datasets.
Practical Examples: Follow step-by-step examples to apply SQL techniques in real-world scenarios.
Actionable Insights: Gain the skills to derive actionable insights that drive informed decision-making.
Join us on this journey to enhance your data analysis capabilities and unlock the full potential of SQL. Perfect for data enthusiasts, analysts, and anyone eager to harness the power of data!
#DataAnalysis #SQL #LearningSQL #DataInsights #DataScience #Analytics
Orchestrating the Future: Navigating Today's Data Workflow Challenges with Ai...Kaxil Naik
Navigating today's data landscape isn't just about managing workflows; it's about strategically propelling your business forward. Apache Airflow has stood out as the benchmark in this arena, driving data orchestration forward since its early days. As we dive into the complexities of our current data-rich environment, where the sheer volume of information and its timely, accurate processing are crucial for AI and ML applications, the role of Airflow has never been more critical.
In my journey as the Senior Engineering Director and a pivotal member of Apache Airflow's Project Management Committee (PMC), I've witnessed Airflow transform data handling, making agility and insight the norm in an ever-evolving digital space. At Astronomer, our collaboration with leading AI & ML teams worldwide has not only tested but also proven Airflow's mettle in delivering data reliably and efficiently—data that now powers not just insights but core business functions.
This session is a deep dive into the essence of Airflow's success. We'll trace its evolution from a budding project to the backbone of data orchestration it is today, constantly adapting to meet the next wave of data challenges, including those brought on by Generative AI. It's this forward-thinking adaptability that keeps Airflow at the forefront of innovation, ready for whatever comes next.
The ever-growing demands of AI and ML applications have ushered in an era where sophisticated data management isn't a luxury—it's a necessity. Airflow's innate flexibility and scalability are what makes it indispensable in managing the intricate workflows of today, especially those involving Large Language Models (LLMs).
This talk isn't just a rundown of Airflow's features; it's about harnessing these capabilities to turn your data workflows into a strategic asset. Together, we'll explore how Airflow remains at the cutting edge of data orchestration, ensuring your organization is not just keeping pace but setting the pace in a data-driven future.
Session in https://budapestdata.hu/2024/04/kaxil-naik-astronomer-io/ | https://dataml24.sessionize.com/session/667627
End-to-end pipeline agility - Berlin Buzzwords 2024Lars Albertsson
We describe how we achieve high change agility in data engineering by eliminating the fear of breaking downstream data pipelines through end-to-end pipeline testing, and by using schema metaprogramming to safely eliminate boilerplate involved in changes that affect whole pipelines.
A quick poll on agility in changing pipelines from end to end indicated a huge span in capabilities. For the question "How long time does it take for all downstream pipelines to be adapted to an upstream change," the median response was 6 months, but some respondents could do it in less than a day. When quantitative data engineering differences between the best and worst are measured, the span is often 100x-1000x, sometimes even more.
A long time ago, we suffered at Spotify from fear of changing pipelines due to not knowing what the impact might be downstream. We made plans for a technical solution to test pipelines end-to-end to mitigate that fear, but the effort failed for cultural reasons. We eventually solved this challenge, but in a different context. In this presentation we will describe how we test full pipelines effectively by manipulating workflow orchestration, which enables us to make changes in pipelines without fear of breaking downstream.
Making schema changes that affect many jobs also involves a lot of toil and boilerplate. Using schema-on-read mitigates some of it, but has drawbacks since it makes it more difficult to detect errors early. We will describe how we have rejected this tradeoff by applying schema metaprogramming, eliminating boilerplate but keeping the protection of static typing, thereby further improving agility to quickly modify data pipelines without fear.
The Ipsos - AI - Monitor 2024 Report.pdfSocial Samosa
According to Ipsos AI Monitor's 2024 report, 65% Indians said that products and services using AI have profoundly changed their daily life in the past 3-5 years.
Predictably Improve Your B2B Tech Company's Performance by Leveraging DataKiwi Creative
Harness the power of AI-backed reports, benchmarking and data analysis to predict trends and detect anomalies in your marketing efforts.
Peter Caputa, CEO at Databox, reveals how you can discover the strategies and tools to increase your growth rate (and margins!).
From metrics to track to data habits to pick up, enhance your reporting for powerful insights to improve your B2B tech company's marketing.
- - -
This is the webinar recording from the June 2024 HubSpot User Group (HUG) for B2B Technology USA.
Watch the video recording at https://youtu.be/5vjwGfPN9lw
Sign up for future HUG events at https://events.hubspot.com/b2b-technology-usa/
Build applications with generative AI on Google CloudMárton Kodok
We will explore Vertex AI - Model Garden powered experiences, we are going to learn more about the integration of these generative AI APIs. We are going to see in action what the Gemini family of generative models are for developers to build and deploy AI-driven applications. Vertex AI includes a suite of foundation models, these are referred to as the PaLM and Gemini family of generative ai models, and they come in different versions. We are going to cover how to use via API to: - execute prompts in text and chat - cover multimodal use cases with image prompts. - finetune and distill to improve knowledge domains - run function calls with foundation models to optimize them for specific tasks. At the end of the session, developers will understand how to innovate with generative AI and develop apps using the generative ai industry trends.