This document outlines Seth Familian's presentation on working with big data. It discusses key concepts like what constitutes big data, popular tools for working with big data like Splunk and Segment, and techniques for building dashboards and inferring customer segments from large datasets. Specific examples are provided of automated data flows that extract, load, transform and analyze big data from various sources to generate insights and populate customized dashboards.
I happen to love podcasts and it seems like the I’m not alone, 20% of Americans are now listening to podcasts at least once a month, that’s a lot of hours directly attached to your target audience’s brain. According to the Washington Post, there were over 1 billion podcast downloads this past year and monthly podcast listeners have reached 75 million per month. Podcasts allow individual and traditional broadcasters alike to reach younger, and more varied audiences. “People under the age of 30 don’t own radios,” noted WNYC’s CEO and president Laura Walker.
What’s great about podcasts is there are no rules, you can target a niche as specific as you like, the listening habits are so varied and what you determine as ROI is all up to you. If done correctly it’s a forum to consistently share your expertise, build your credibility in a very intimate medium. When you have a direct relationship with your listener you can do really interesting things to build your brand. There’s nothing more intimate than being allowed to whisper in someones ear on a regular basis
What happens when the digital tools and platforms we make and use for communication and entertainment are hijacked for terrorism, violence against the vulnerable and nefarious transactions? What role do designers and developers play? Are we complicit as creators of these technologies and products? Should we police them or fight back? As Portfolio Lead for Northern Lab, Northern Trust's internal innovation startup focused on client and partner experience, Antonio will share a mix of provocative scenarios torn from today's headlines and compelling stories where activism and technology facilitated peace—and war.
As a call-to-action for designers and developers to engage in projects capable of transformational change, he'll explore the question: How might technology foster new experiences to better accelerate social activism and make the world a smarter, safer place?
25 stats—13 positive, 12 negative—that reflect the marketing world, including content marketing, social media, email newsletters, analytics, blogging, digital video, and more.
Keep these stats in mind when crafting your marketing strategy.
10 Things your Audience Hates About your PresentationStinson
See it with animations! https://vimeo.com/179236019
It’s impossible to win over an audience with a bad presentation. You might have the next big thing, but if your presentation falls flat, then so will your idea. While every audience is different, there are some universal cringe-worthy presentation mistakes that are all too common. Whether you’re an amateur or a seasoned presenter, you should always avoid this list of top 10 things your audience hates. Are you committing any of these 10 fatal presentation sins?
For more presentation help, visit stinsondesign.com/blog
10 Ways Your Boss Kills Employee MotivationOfficevibe
This document outlines 10 ways that bosses can kill employee motivation, including micromanaging employees, focusing only on mistakes, dismissing new ideas, holding useless meetings, making empty promises, telling inappropriate jokes, not keeping their word, measuring employee success in the wrong way, setting unrealistic deadlines, and playing favorites. The document encourages bosses to listen to employee concerns to better motivate them.
If you are like many people, even the thought of delivering a speech in front of an audience will get your palms sweating. The fear of public speaking ranks high among the most common phobias, and for good reason: most of us approach the situation with the wrong mindset, which in turn makes us live out our worst fears in a public forum.
As Michael Parker notes in IT’S NOT WHAT YOU SAY: How to Sell Your Message When It Matters Most (A TarcherPerigee paperback; on sale January 2016), our fixation on the content of our words – and not the presentation of ourselves – is what brings us down. Once the Vice-Chairman of London’s Saatchi & Saatchi, and one of the world’s most experienced advertising pitch men, having made more than 1,000 pitches in his successful career, Parker has learned first-hand that an effective presentation, a job interview, or even a speech at a wedding hinges on our ability to portray ourselves as passionate, relatable, and collected. But, if we are focused on what we say, and not how we act, we will fail to persuade our audience.
Applied in the boardroom, at the pulpit, or even in conversation, these tenets will help you present better in any situation.
Design for Startups - Build Better Products, Not More FeaturesVitaly Golomb
Pre-order Vitaly's book "Accelerated Startup – The New Business School" http://golomb.net/book
Apple owes the title of the world’s most valuable company to its genius in design. Good design is never accidental and at the core of a successful product is an elegant solution to a painful problem. Design has earned a very important seat at the table with today’s companies especially in the world of software and apps. In this highly engaging presentation, Vitaly covers principles and business value of good design, design disciplines, how to hire and work with designers, and the design success formula.
Inspired Storytelling: Engaging People & Moving Them To ActionKelsey Ruger
Most projects, presentations or initiatives are driven by facts and features the team believes will help them deliver a product or message. While facts and data are important for setting the stage and communicating goals, they’re rarely what persuades an audience or gets them to take action.
In this workshop, you will learn how to use that connection, by teaching basic skills in visual thinking and storytelling that will that transform projects and initiate action.
Secrets to impactful presentations volume 2 - 8 toolsHavain
What tools do experts use to create and deliver powerful presentations? We set out to find the answer by interviewing the people we have worked and people we think have interesting views to presentations.
Here´s eight tools to replace or complement PowerPoint in your next presentation.
If you want to discuss presentation creation or design.
Contact: timo@havain.fi / @Timo_Havain (Twitter) / linkedin.com/in/timosorri -
What does the future look like? Is it a dark space where we’re suffering from varying degrees of techamphetamine or are we heading towards a Utopian fantasy of abundance and harmony?
Understanding that our basic human needs and wants barely change, we explore the future state of a range of topics; from our need for physical sustenance through to our age-long fascination of transcending the limitations of our biology.
Looking at the future from a human perspective, our potential for greatness is teetering on a fine line between darkness and hope. We’re banking on the latter.
This document provides an overview and introduction to digital strategy from Bud Caddell, SVP and Director of Digital Strategy at Deutsch LA. It defines key terms like digital strategy, digital strategist, and core concepts. It explores what a digital strategy and strategist are, essential concepts like insights, cultural tensions and category conventions, and what deliverables a digital strategist produces. The document is intended to educate young practitioners entering the field of digital strategy.
The ChatGPT Cheat Sheet provides concise summaries of ChatGPT's abilities across various domains including natural language processing, code, and structured/unstructured output styles to enhance user proficiency. It also covers media types, expert prompting, and more.
Discover The Top 10 Types Of Colleagues Around YouAnkur Tandon
The best part being with different colleagues is we learn a lot from them. Good or bad, sooner or later, better or best, we learn something unique from the different personalities working with and around us at our workplace. Read more interesting content, at www.thecareermuse.co.in - We intend to inform and inspire recruiters, job seekers and anyone with an interest in the workplace and HR technology.
Hope you enjoyed reading the Infographic.
Feel free to share your feedback with us at @CareerBuilderIn
This document summarizes the key findings of a study conducted by Newsworks and PwC on attention to different media types. The study found that traditional print and broadcast media receive more focused attention from consumers compared to digital media. Specifically, newspaper readers were more likely to regularly set time aside for newspapers, feel personally connected to them, and trust their content more than most other media. The sustained attention received made newspaper readers more likely to discuss issues they read about and be influenced regarding purchases. Overall, the study showed that traditional media with higher attention levels can have a more powerful impact on consumers than digital media with less focused attention.
Things That Don't Matter in Your Presentation!Ayman Sadiq
We often spend hours together on stuffs that don’t really matter in your next presentation. You need to unclutter, focus, provide insight and yes, tell a story to convey the big idea. When you stop wasting time on the things that don’t really add any value to you presentation, we finally start adding proper value to the message and objective of your presentation. So here goes a list of things on which you should not even spend a minute. Cheers!
Generative artificial intelligence (AI) models are reinventing communication, content creation, and information access. In this roadmap, presented at Bessemer's annual Seed Summit, Partner Talia Goldberg explores the technological advancements driving AI solutions and how these changes are opening up new promising area of investment.
Learn more about Generative AI:
https://www.bvp.com/atlas/is-ai-gener...
https://www.bvp.com/atlas/roadmap-the...
https://www.bvp.com/atlas/entering-th...
Subscribe for venture insights: https://bessemervp.team/subscribe
About Bessemer Venture Partners —
We help entrepreneurs lay strong foundations to build and forge long-standing companies. With more than 135 IPOs and 200 portfolio companies in the enterprise, consumer and healthcare spaces, Bessemer supports founders and CEOs from their early days through every stage of growth. Our global portfolio includes Pinterest, Shopify, Twilio, Yelp, LinkedIn, PagerDuty, DocuSign, Wix, Fiverr and Toast, and has more than $20 billion of assets under management.
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This document discusses visualizing data with code and provides information on tools and techniques for data visualization. It lists relevant fields like information design, data science, and cartography. It also lists example visualization tools and techniques like D3, Processing, network graphs, and mapping. Finally, it outlines a process for developing data visualizations that involves looking at the data, creating initial visualizations, asking questions, getting inspiration, refining ideas, and publishing visualizations.
This short PowerPoint presentation shows five great ways to get the attention of your audience during your speech or sales pitch.
Try them out in your next speech and you will see how you can engage your audience with these simple tips.
This presentation was created 100% in PowerPoint by my presentation design agency Slides. We are based in Spain (Europe) but have clients worldwide.
Drop me an email and we will discuss your project.
The "Metabo Law" in Japan requires annual waist measurements for those aged 40-74 to curb obesity and metabolic syndrome. If waistlines exceed limits, individuals must attend counseling. Employers and insurers must ensure at least 65% participation and a 25% reduction in obesity by 2015 or face penalties to fund elderly healthcare. While raising health awareness, critics note low compliance with exams and advice, rising childhood obesity, and risks of discrimination.
Buzziest IPL season this year, says Maxus Mesh reportmxmindia
The document analyzes the social media buzz generated during the 2017 Indian Premier League (IPL) cricket tournament, finding that it was the most buzzed about season on record with over 6.4 million social mentions. Key findings include that Kolkata Knight Riders was the most discussed team while MS Dhoni was the most mentioned player. An analysis of brand engagement found that Vodafone's Zoo Zoo ads were the most viral sponsor content of IPL 2017.
Japan Insurance Market Largely Driven By Ageing Population: Ken ResearchAnkur Gupta
According to the research report “Japan Insurance Market Outlook to 2016 - Growing Importance of Annuity Insurance with Ageing Population” by Ken Research, the direct written premium of insurance in Japan is projected to rise at a CAGR of 9.6% in the next four years with the entrance of more foreign players in the country.
The insurance market in Japan can be classified on the basis of life and non-life insurance. The life insurance is a contract between life insurer and the policyholder in which an insurer is bound to pay a defined sum of money upon the death of the insured person within a certain specified time period or on the maturity of life insurance policy. The non life insurance is also known as general insurance is used to provide coverage for business and individual from the financial loss resulting from certain events such as natural disaster, accident, fire, burglary, diseases and others.
For more information on the industry research report please refer to the below mentioned link:
http://www.kenresearch.com/banking-financial-services--insurance-bfsi-/insurance/364-93/Japan-Insurance-Market-Outlook-to-2016.html
The document discusses the concept of defining a product as a "whole product" rather than just the core device or service. A whole product includes all the tangible and intangible factors that create value for customers such as documentation, support, reputation, and future potential. It provides examples of how different factors contribute to customers' perception of products like computers, software, and semiconductor manufacturing equipment as whole solutions. Defining a product as a complete solution tailored for the targeted customer segment is important for competitive advantage.
This presentation is based on the top seller book "Business Model Generation" by Alex Osterwalder and Yves Pigneur. This book introduces the Business Model Canvas, the world's leading tool in creating and analyzing business models. This great tool allows you to sketch out your business model visually without starting with a scary business plan.
You can take my online course which covers more content, examples, quizzes, challenges and provides a certificate of completion.
Get course discounts and learn more:
www.playtactic.com
I hope you find this beneficial and good luck on your business model ;)
This document summarizes the agenda for the Twin Cities Eloqua User Group meeting on September 24, 2013. The agenda includes updates and announcements, discussions on campaign planning and QA processes, demonstrations of the String Manipulation cloud connector and Slideshare Embed app, and a session on analyzing data in Eloqua Insight. The document provides details on the topics that will be covered in each session.
How To Drive Exponential Growth Using Unconventional Data SourcesChartio
Meteor — one of the largest open source platforms for building web and mobile apps — lives or dies by community growth and project adoption.
Meteor pulls together all dimensions of their customer data — from Github to Zendesk — to power critical platform growth and adoption. They’ve developed a unique analytics stack that processes and analyzes millions of rows of data to deliver the insights they need.
See the full webinar here: http://landing.chartio.com/webinar-meteor-and-segment
Generating and Qualifying Inbound SMB LeadsBredin, Inc.
Stu Richards was recently join by Stephen Archut, Director of Product Marketing at Explorium.ai, in a special Fastcast on Generating and Qualifying Inbound SMB Leads. In this fast-paced and informative Q&A, you’ll learn:
* The media that SMBs rely on to first learn about offerings like yours
* The content formats that work best at the top of the sales funnel
* The benefits of external data
* How to develop an effective data acquisition strategy
* The most common kinds of external data
* Data integration challenges
* How to onboard external data at scale
Watch the full Fastcast recording here - https://attendee.gotowebinar.com/recording/8783854779455236866
This document summarizes Seth Familian's presentation on working with big data. The presentation covers the context and definition of big data, useful tools for working with big data like Splunk, building dashboards from big data using techniques like scheduled searches and indices, inferring customer segments from big data using RFM scoring and crossing segments with categories, and final thoughts on data as a new interface and starting points for working with big data. The presentation contains examples and screenshots to illustrate the concepts discussed.
This is the presentation given at the IoD Sales and Marketing Forum held on the 8/10/2013. It is aimed at Company Directors of SME with a view to providing an introduction to the value of collecting and analysing data. The focus is on big data, social media data and business data analytics.
Behind the Buzzword: Understanding Customer Data Platforms in the Light of Pr...Rising Media Ltd.
Customer Data Platform (CDP) systems are the newest answer to an old question: how to assemble a complete view of each customer. This session explores the reality of what CDPs can and cannot do, how CDPs differ from other systems, the types of CDP systems available, and how to find the right CDP for your purpose, especially with regard to data science projects and predictive modeling. You will come away with a clear understanding of where CDP fits into the larger data management landscape, what distinguishes CDP from older approaches to customer data management, and the state of the CDP industry in Europe.
This document summarizes a presentation about maximizing marketing technology stacks. It discusses how marketing technology spending has increased drastically in recent years. It emphasizes the importance of integrating data from various sources to build a centralized knowledge base. It also stresses the need for governance to manage marketing technologies and data effectively over time.
Adrian Lloyd - Presenting at Appius's Membership Organisations Digital Strate...Adrian Lloyd
This document provides information about Ektron, a digital experience management company. Ektron was founded in 1998 and has 300 employees across offices in New England and the UK. It has over 3,700 customers and has built more than 12,000 websites. Ektron helps companies optimize their digital strategy and marketing to increase memberships and revenue through personalizing experiences on membership sites. It provides tools for content targeting, multivariate testing, and integrating websites with other systems to deliver the right content to users.
Thanks to our sponsors Arrowpointe and RingLead! We saw how our Salesforce data can be mapped and use location aware technology to make Salesforce users more productive. We also learned some tips and tricks to keeping Salesforce data clean. With Dreamforce around the corner, we also looked at some insider tips & tricks and how to get the most out of the conference!
The document discusses setting up a Scalable Metrics Model (SMM) for a data lake. The SMM uses pre-aggregated metrics and dimension keys to provide a flexible and scalable approach. An example model from retail is described, including defining customer-level dimensions, metrics, and value-added metrics. The document outlines the ETL process, including writing queries to populate metrics for different granularities and integrating them into a framework. Reporting options are also discussed, including using views, tables, and reporting tools to provide accessibility and analysis capabilities. Finally, the extensibility of the model by adding new dimensions like sellers and transactions is highlighted.
Data analytics and SEO to grow your international businessEnterprise Ireland
This document discusses using data analytics and search engine optimization (SEO) to grow an international business. It covers topics like SEO strategy, data analytics, understanding customers through analytics, and international SEO considerations. The key points made are that having a clear digital strategy and using data to understand customers and drive marketing is important for business growth. It also emphasizes becoming "data rich and knowledge rich" to make the most of analytics. International SEO aspects discussed include using country-specific domains and language options on websites.
This document provides an overview of web analytics and Google Analytics. It defines web analytics, discusses ways to analyze data both traditionally and through the web analytics paradigm. It also covers setting up goals and funnels in Google Analytics, using segments, alerts and enhanced ecommerce tracking. A key section discusses attribution modeling and how to set up a custom attribution model based on an understanding of your business and customer journey.
This document discusses web analytics tools and dashboards. It begins by acknowledging the importance of understanding your current measurement framework and goals before implementing tools. It then provides examples of different analytics tools categorized by level of expertise, as well as common features and metrics tracked. The document emphasizes focusing measurement on metrics that are directly tied to business objectives and goals. It also notes that the ideal dashboard may not be attainable and each company's needs are unique. The overall message is that strategy is more important than any individual tool, and analytics should drive business decisions.
We propose a new needs driven framework for managing data with Data Lakes - Scalable Metrics Model. Salient features are modularity, extensiblity, flexibility and scalablity. We want to have self-contained modules which can either feed Reporting/Decision engines themselves with the capability of connecting across various other modules for Deep dive Analytics/Mining.
This will be presented at a Global Big Data Conference at Santa Clara on Sep 2nd. Come join us for a fun and learning event.
CRM Options for Enterprise Nonprofits - Blackbaud CRM SolutionsHeller Consulting
Watch the webinar here:
http://teamheller.com/webinar-blackbaud-crm-options/
For over 30 years, Blackbaud’s CRM solutions have helped nonprofit organizations raise more money and build lifelong support with their constituents. If fact, with over 28,000 active clients, Blackbaud is a household name, with few in the nonprofit industry who haven’t worked with one or more of their products. In this presentation, nonprofit experts from Blackbaud will join Heller Consulting in a free webinar to share their solutions designed to power social good.
This is our third webinar in the “CRM Options for Enterprise Nonprofits” series. In this session, the Blackbaud team will outline the unique features and outcomes capabilities of their suite of CRM, engagement, fundraising tools.
Keith Heller, founder and Chief Strategist of Heller Consulting, will also share insights on CRM best practices for enterprise nonprofits based on his 20 years of advising and leading organizations on their CRM journey.
Data Visualization Trends - Next Steps for TableauArunima Gupta
Want answers to:
- What is data visualization?
- Why is it deemed disruptive in the field of analytics?
- What is Tableau?
Come view the slide deck!
Concludes with:
- Digital strategy recommendations for Tableau to become the winner in a winner-take-all-market
3-part event created for Bizdom Cleveland as an entrepreneur's guide to marketing success. Session 2—The Scorecard—focuses on how to create a customized marketing performance dashboard.
Datalicious is a data analytics company that provides strong web analytics experience and expertise. It was founded in 2007 and combines developers, analysts, and strategists to provide 360-degree data analytics services to blue chip clients across industries. Datalicious turns data into actionable insights through high-scalable cloud platforms and a team of analytics experts.
The 15 Minute Breakdown: The Answer to Signal LossTinuiti
Signal loss has been a challenge to navigate for marketers for quite some time now.
Signals have no where to go – but we found them a home. Let’s talk about it.
Join Tinuiti’s Data Privacy expert, Nirish Parsad, as he breaks down signal loss and shares insights on how to address one of marketing’s most pressing challenges – in just 15 minutes.
CDP for Retail Webinar with Appnovation - Q2 2022.pdfAcquia
The document discusses how retailers can harness customer data through a customer data platform (CDP) to personalize customer experiences. It outlines that CDPs can help overcome data silos, provide a unified 360-degree view of customers, and put customer data to work driving revenue through better understanding customers. Specific benefits mentioned include collecting first-party data directly, avoiding data silos, unifying cross-channel execution, and getting to know customers better. Use cases are provided showing how machine learning models in a CDP can improve customer engagement and spending.
It's never been more important for marketers, sales teams, and product managers to be data-driven. But how can three seemingly disparate teams align around a single analytical framework?
Thanks to the "AARRR" or "Pirate Metrics" funnel popularized by Growth Hacking, we can unify metrics across marketing, product and sales to develop a holistic understanding of any business with a digital presence.
This presentation, which was part 3 of Galvanize Boulder's "What the Funnel" workshop series in February 2018, walks through each step of the Pirate Metrics funnel, describing key metrics to measure, and how to measure them with free or low-cost digital tools.
The document outlines various digital tools for business organized into categories including personal productivity, marketing and branding, collaboration, invoicing and cashflow, automating workflows, and data analysis and visualization. It provides examples of popular tools for each category and brief descriptions of their uses. The presentation encourages audience participation with questions and emphasizes selecting the right tools for specific business needs.
An immersive workshop at General Assembly, SF. I typically teach this workshop at General Assembly, San Francisco. To see a list of my upcoming classes, visit https://generalassemb.ly/instructors/seth-familian/4813
I also teach this workshop as a private lunch-and-learn or half-day immersive session for corporate clients. To learn more about pricing and availability, please contact me at http://familian1.com
Seth Familian led a Squarespace bootcamp to teach participants how to build a website in one day. The bootcamp covered establishing goals and site structure, organizing and populating content, configuring Squarespace designs, populating site pages, and finalizing/publishing the site. Participants worked through each step, building out sample sites to populate with their own content.
This document discusses automating big data analytics processes. It describes the traditional "old school" approach of manually extracting, loading and transforming raw data. The document then presents two "new school" examples that automate these processes. The first automates extracting core website and social media data, enriching email addresses, and generating segments and metrics. The second integrates data from 70+ APIs in real-time, performs custom aggregations, and enables behavioral segmentation and messaging. The document concludes by soliciting questions and feedback on working with big data.
This document provides an overview of big data and visualization trends, tools, and techniques. It discusses the growth of big data and how organizations are now dealing with large volumes of various data types. It then profiles several popular tools for visualizing and analyzing big data, including Splunk, Charted, Tagul, Quid, Quintly, Google Analytics, Mixpanel, Intercom, and others. Finally, it discusses how these tools can be used to create automated dashboards and insights for tasks like customer segmentation and loyalty analysis.
This document provides an overview of building a website in 3 hours using Squarespace. It discusses defining goals and content for the site, organizing assets, setting up the basic Squarespace account and template, populating pages, and publishing the site. The process involves identifying goals and content types, creating an architecture to organize content, evaluating existing assets, selecting branding elements, populating pages with images, text, and embedded content, and testing the site before launching.
The document discusses optimizing a Squarespace website by focusing on three areas: 1) Optimizing information architecture and navigation-driven site flow through organizing content and grouping it into 3-5 main sections and a footer. 2) Customizing template CSS and JavaScript beyond the style editor to fine-tune the design and add page-specific or site-wide customizations. 3) Embedding third-party tools like Typeform, Airtable and Mapbox using simple embed codes or JavaScript to enhance the site's functionality. The presentation takes questions at the end.
Digital Marketing Trends, Analytics + TacticsSeth Familian
This document outlines a presentation on digital marketing trends, analytics, and tactics. The presentation covers emerging digital trends like the shift from focusing on customers to users. It also discusses analyzing audience data with Google Analytics, including fundamental metrics and behavioral insights. Finally, it proposes developing tactics to drive engagement and conversion, using frameworks like marketing mixology that blend different channels. The presentation aims to provide an overview of key concepts in digital marketing.
This document provides an overview of digital marketing trends, channels, tactics and tools. It is presented in four parts: emerging trends in the digital landscape, key digital marketing channels, tactics for driving engagement and conversion, and useful tools for digital marketing efforts. The presentation covers topics such as the shift from outbound to inbound marketing, the proliferation of digital channels, how to leverage search engine marketing, social media, email and other channels, and how tools like Google Analytics can be used to track metrics and analyze traffic. The overall message is the importance of staying aware of emerging trends and being curious to continuously improve digital marketing strategies.
This document provides an overview of marketing strategy, tools, and tactics. It discusses branding and how brands can differentiate themselves functionally and emotionally. Brands can disrupt traditional technologies and drive growth through "brand umbrellas" across multiple industries. Engagement with customers and users is important, and digital tools like social media, email marketing, and data analytics can help with engagement. The document concludes by asking what the key attributes are for a particular brand, including its core products/services, mission, values, story, and sustainability messaging.
Persuasive Visualization: Data + Design = EngagementSeth Familian
Seth Familian presented on persuasive visualization and discussed three types: visual metrics, game mechanics, and preconnection. He provided case studies on projects that used these techniques, such as eliminating walls of text through visual metrics, leveraging competition and ego through game mechanics, and engaging stakeholders through curiosity and anticipation with preconnection. Familian concluded by discussing key takeaways like keeping visualizations simple, engaging the ego, and leveraging preconnection to achieve powerful engagement.
The document outlines seven habits of effective PowerPoint presentations: 1) start with a structured story, 2) standardize design language, 3) standardize written language, 4) animate to narrate not exaggerate, 5) show with images and tell with voiceover, 6) build slides around transitions, and 7) use a presentation remote. It provides tips and best practices for each habit, including examples of slide design, animation techniques, and effective narration.
Introduction to Data Science
1.1 What is Data Science, importance of data science,
1.2 Big data and data Science, the current Scenario,
1.3 Industry Perspective Types of Data: Structured vs. Unstructured Data,
1.4 Quantitative vs. Categorical Data,
1.5 Big Data vs. Little Data, Data science process
1.6 Role of Data Scientist
NYCMeetup07-25-2024-Unstructured Data Processing From Cloud to EdgeTimothy Spann
NYCMeetup07-25-2024-Unstructured Data Processing From Cloud to Edge
https://www.meetup.com/unstructured-data-meetup-new-york/
https://www.meetup.com/unstructured-data-meetup-new-york/events/301720478/
Details
This is an in-person event! Registration is required to get in.
Topic: Connecting your unstructured data with Generative LLMs
What we’ll do:
Have some food and refreshments. Hear three exciting talks about unstructured data and generative AI.
5:30 - 6:00 - Welcome/Networking/Registration
6:05 - 6:30 - Tim Spann, Principal DevRel, Zilliz
6:35 - 7:00 - Chris Joynt, Senior PMM, Cloudera
7:05 - 7:30 - Lisa N Cao, Product Manager, Datastrato
7:30 - 8:30 - Networking
Tech talk 1: Unstructured Data Processing From Cloud to Edge
Speaker: Tim Spann, Principal Dev Advocate, Zilliz
In this talk I will do a presentation on why you should add a Cloud Native vector database to your Data and AI platform. He will also cover a quick introduction to Milvus, Vector Databases and unstructured data processing. By adding Milvus to your architecture you can scale out and improve your AI use cases through RAG, Real-Time Search, Multimodal Search, Recommendations Engines, fraud detection and many more emerging use cases.
As I will show, Edge devices even as small and inexpensive as a Raspberry Pi 5 can work in machine learning, deep learning and AI use cases and be enhanced with a vector database.
Tech talk 2: RAG Pipelines with Apache NiFi
Speaker: Chris Joynt, Senior PMM, Cloudera
Executing on RAG Architecture is not a set-it-and-forget-it endeavor. Unstructured or multimodal data must be cleansed, parsed, processed, chunked and vectorized before being loaded into knowledge stores and vector DB's. That needs to happen efficiently to keep our GenAI up to date always with fresh contextual data. But not only that, changes will have to be made on an ongoing basis. For example, new data sources must be added. Experimentation will be necessary to find the ideal chunking strategy. Apache NiFi is the perfect tool to build RAG pipelines to stream proprietary and external data into your RAG architectures. Come learn how to use this scalable and incredible versatile tool to quickly build pipelines to activate your GenAI use case.
Tech Talk 3: Metadata Lakes for Next-Gen AI/ML
Speaker: Lisa N Cao, Datastrato
Abstract: As data catalogs evolve to meet the growing and new demands of high-velocity, unstructured data, we see them taking a new shape as an emergent and flexible way to activate metadata for multiple uses. This talk discusses modern uses of metadata at the infrastructure level for AI-enablement in RAG pipelines in response to the new demands of the ecosystem. We will also discuss Apache (incubating) Gravitino and its open source-first approach to data cataloging across multi-cloud and geo-distributed architectures.
Who Should attend:
Anyone interested in talking and learning about Unstructured Data and Generative AI Apps.
When:
July 25, 2024
5:30PM
emotional interface - dehligame satta for youbkldehligame1
Welcome to DelhiGame.in, your premier hub for the latest Satta results and gaming updates in Delhi! Check out our live results https://delhigame.in/ and stay informed with the latest updates https://delhigame.in/past-results/ . Join us to experience the thrill of gaming like never before!
Data analytics is a powerful tool that can transform business decision-making across industries. Contact District 11 Solutions, which specializes in data analytics, to make informed decisions and achieve your business goals.
Decision Making Optimization through Data Mining
Being a Paper Presented at the 9th Accountant Conference of the Institute of Chartered Accountant of Nigeria (ICAN) Canada District from July 16 – 20, 2024.
Docker has revolutionized the way we develop, deploy, and run applications. It's a powerful platform that allows you to package your software into standardized units called containers. These containers are self-contained environments that include everything an application needs to run: code, libraries, system tools, and settings.
Here's a breakdown of what Docker offers:
Faster Development and Deployment:
Spin up new environments quickly: Forget about compatibility issues and dependency management. With Docker, you can create consistent environments for development, testing, and production with ease.
Share and reuse code: Build reusable Docker images and share them with your team or the wider community on Docker Hub, a public registry for Docker images.
Reliable and Consistent Applications:
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5. CONTEXT: WHAT’S BIG DATA?
WELCOME TO DATA OBESITY!
5
http://www.datasciencecentral.com/profiles/blogs/basic-understanding-of-big-data-what-is-this-and-how-it-is-going
6. CONTEXT: WHAT’S BIG DATA?
HOW BIG IS BIG?
6
http://www.domo.com/blog/2013/05/the-physical-size-of-big-data/
in 1 year!
creates enough data to fill
7. CONTEXT: WHAT’S BIG DATA?
BIG IN GROWTH, TOO.
7
http://www.infosysblogs.com/brandedge/2013/04/20130419Infographc.html https://studentforce.wordpress.com/2013/09/21/umuc-big-data-revolution-is-here/
8. CONTEXT: WHAT’S BIG DATA?
9 SOURCES
8
https://studentforce.wordpress.com/2013/09/21/umuc-big-data-revolution-is-here/
9. CONTEXT: WHAT’S BIG DATA?
6 TYPES
9
{
"created_at": "Thu Sep 15 16:29:08 +0000 2016",
"id": 776457834095644700,
"id_str": "776457834095644672",
"text": "I love @glip because it makes me more productive and
reliant on far fewer tools! #gliplove #goglip #gliptastic :)",
"truncated": false,
"entities": {
"hashtags": [
{
"text": "gliplove",
"indices": [
82,
91
]
},
{
"text": "goglip",
"indices": [
92,
20. BUILDING DASHBOARDS
SCHEDULED SEARCHES + INDICES
20
by sourceoforder by af_type
by af_source by af_name
by af_name
+ ppc_s
SUMMARY INDEX INDEX_MAIN_SOURCES INDEX_A.COM INDEX_AFFILS INDEX_PAID_SEARCH INDEX_SHOPPING_ENGINES
12M+ TRANSACTIONSFULL DB
METRICS
SAVED SEARCHES
DATA DELTAS
METRICS DATA DELTAS
METRICS DATA DELTAS
METRICS DATA DELTAS
METRICS DATA DELTAS
28. BUILDING DASHBOARDS
AUTOMATED BIG DATA FLOW (EXAMPLE 1)
28
RAW DATA EXTRACT LOADTRANSFORM
Traffic Sources
& Session Stats
RAW DATA
Behavioral Segments,
Funnels, Retention &
LTV
EXTRACT
Additional aggregation
and data refinement
Core Website
Social Engagement Footprint
Unified social
footprint metrics
Enrichment of
email addresses
CRM data store for
easy segmentation +
analysis
Additional context
on Twitter followers
More flexible segments,
funnels + retention
metrics
29. BUILDING DASHBOARDS
AUTOMATED BIG DATA FLOW (EXAMPLE 2)
29
LOAD
Custom
dashboards
synced with
70+ APIs
Traffic Sources
& Session Stats
Realtime (RT)
TRANSFORMRAW DATA EXTRACT
Core Website
Social Engagement Footprint
heavy-duty query tools already in place
App Databases
Custom aggregation scripts
Postgres or
Redshift DB
Daily
Pull
Internally-reported metrics
summarized for triangulation
Daily CSV
Behavioral segmentation
+ in-app messaging
RT
Behavioral Segments,
Funnels, Retention & LTV
RT
Unified social
footprint metrics
Unified app downloads
& ratings metrics
App Store Activity
email address
enrichment
30. BUILDING DASHBOARDS
AUTOMATED BIG DATA FLOW (EXAMPLE 3)
30
LOAD
Custom
dashboards
synced with
70+ APIs
Traffic Sources
& Session Stats
Realtime (RT)
TRANSFORMRAW DATA EXTRACT
Core Website
MongoDB
Custom aggregation scripts
MySQL
Presence Table
Internally-reported metrics
summarized for triangulation
Weekly
CSV
Behavioral segmentation
+ in-app messaging
RT
Behavioral Segments,
Funnels, Retention & LTV
RT
Unified app downloads
& ratings metrics
App Store Activity
email address
enrichment
Daily Dump
Instant dashboards
for Intercom
58. INFERRING SEGMENTS FROM BIG DATA 58
X11 X21 X31 X41
X12 X22 X32 X42
X13 X23 X33 X43
X14 X24 X34 X44
X15 X25 X35 X45
X51
X52
X53
X54
X55
High Frequency
High Recency
Low Frequency
Low Recency
Still Loyal
Once Loyal
New
Old
F + R = LOYALTY INSIGHTS
59. INFERRING SEGMENTS FROM BIG DATA
$0
$1,500
$3,000
$4,500
$6,000
59
Average total spent ($) by new MFR quantiles rerun for non-outlier M1 + M2 customers
M1 M2 M3 M4 M5
percent: top 20% of
M1+2
2nd 20% 3rd 20% 4th 20% Bottom 20%
segment
size:
93,134 93,139 92,861 93,406 93,143
avg. $
spent:
$3,337 $1,137 $642 $412 $276
total $
spent:
$345,234,826 $105,573,528 $59,348,459 $38,398,553 $25,537,936
% of total
revs:
53% 32% 18% 11% 8%
High-Value
Customers
Low-Value Customers
M = VALUE
INSIGHTS
61. INFERRING SEGMENTS FROM BIG DATA
PRICE-POINT
CUTOFFS
61
Best Camera/Lens Purchased
DSLR Body DSLR Lens DSLR Body + Lens Point-and-Shoot
Segment Name
Relationship
to Photography
Memory
Keepers
Use cameras to record
family memories and
milestones
less than
$650
less than
$300
less than
$950
less than
$450
Hobbyists
Enjoy the picture-taking
process; understand and
use camera controls
$650 - $1725 $300 - $750 $950 - $2300 $450 - $700
Prosumers
Advanced skills, but do
not make a living from
photography
$1725 - $2750 $750 - $3000 $2300 - $4200 $700 - $2500
Pros
Rely on photography as a
profession $2750+ $3000+ $4200+ $2500+
62. INFERRING SEGMENTS FROM BIG DATA
CROSSING RFM
W/ CATEGORIES
62
Low Value High Value
Still
Loyal
Once
Loyal
New Old
Still
Loyal
Once
Loyal
New Old
Memory Keepers 1 2 3 4 5 6 7 8
Hobbyists 9 10 11 12 13 14 15 16
Prosumers 17 18 19 20 21 22 23 24
Professionals 25 26 27 28 29 30 31 32
3. Cross-Tabulate
Top customers and categories to
create behavioral and
loyalty-based segments
9
key categories
account for 81% of sales
2. Isolate
the top customers and
categories by total dollars
spent, frequency, and
recency (RFM) measures
465,683
top customers
account for 88% of sales
1,164,927 customers 807 categories
1. Aggregate
72 months of Internet channel
transaction data, organizing by
key variables
2,246,094 Internet Channel transactions
4. Generate
Segment-specific marketing
recommendations which can
be further targeted by brand
YIELDS SOLID TARGETS
FOR TACTICAL PLANNING
66. FINAL THOUGHTS
A NEW TYPE OF
KNOWLEDGE
WORKER
66
http://www.doclens.com/87922/think-issue-7-2014/
67. FINAL THOUGHTS
AN INCREDIBLY VALUABLE SKILL
67
https://studentforce.wordpress.com/2013/09/21/umuc-big-data-revolution-is-here/
68. FINAL THOUGHTS
THE CORNERSTONE OF A DAUNTING FUTURE?
68
https://studentforce.wordpress.com/2013/09/21/umuc-big-data-revolution-is-here/
69. FINAL THOUGHTS
DATA AS INTERFACE
69
for
using
Made Visual
BACKGROUND TITLES + BUTTONS TEXT + LINES
Your data + brand
up to
100,000
objects
Anywhere on the Web
using
1 line
of code