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.
Today we all live and work in the Internet Century, where technology is roiling the business landscape, and the pace of change is only accelerating.
In their new book How Google Works, Google Executive Chairman and ex-CEO Eric Schmidt and former SVP of Products Jonathan Rosenberg share the lessons they learned over the course of a decade running Google.
Covering topics including corporate culture, strategy, talent, decision-making, communication, innovation, and dealing with disruption, the authors illustrate management maxims with numerous insider anecdotes from Google’s history.
In an era when everything is speeding up, the best way for businesses to succeed is to attract smart-creative people and give them an environment where they can thrive at scale. How Google Works is a new book that explains how to do just that.
This is a visual preview of How Google Works. You can pick up a copy of the book at www.howgoogleworks.net
Fight for Yourself: How to Sell Your Ideas and Crush PresentationsDigital Surgeons
Don't let your blood, sweat, and pixels be overlooked, great creative doesn't sell itself.
Every presentation is a story, an opportunity to sell not just your work, but what people actually buy — YOU.
This presentation will walk viewers through three core aspects of winning at any presentation, Confidence, Comprehension, and Conviction.
These concepts, central to your work as a creative professional, are backed by science and bolstered by thoughts from some of the world’s leading creative professionals.
Microsoft to Acquire LinkedIn: Overview for InvestorsMicrosoft
The document contains forward-looking statements about the proposed transaction between Microsoft and LinkedIn, noting potential benefits but also risks that could impact the completion or timing of the deal. It notes many factors that could cause actual results to differ from expectations. Additional information on the transaction will be filed with regulators and provided to LinkedIn shareholders to consider the proposal. Microsoft and LinkedIn directors may be deemed participants in soliciting shareholder approval.
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.
You can now download the presentation directly from Slideshare.
Here are 17 of the best free online tools for Digital Strategists to help cultivate killer insights on consumers, competitors and the industry. In this toolbox we you will find how to use each tool with an example insight drawn for the client, as well as each of their benefits and limitations.
The tools helps to conduct Consumer Research, Category Research, Discourse Analysis and Environmental analysis.
How I got 2.5 Million views on Slideshare (by @nickdemey - Board of Innovation)Board of Innovation
This document provides tips for creating engaging slide decks on SlideShare that garner many views. It recommends focusing on quality over quantity when creating each slide, using compelling images and headlines, and including calls to action throughout. It also suggests experimenting with sharing techniques and doing so in waves to build momentum. The goal is to create decks that are optimized for sharing and spread across multiple channels over time.
Deriving Intelligence from Customer Actions: Data Marketing 2015 presentation Mathew Sweezey
Understand customers wants, needs, and desires is a tricky business but it can be made much easier if you understand three key ideas: stage based marketing, system of relevance, and the fundamentals of modern consumer desires. This presentation was created for the Data Marketing conference in Toronto 2015, and outlines new research into modern buyers, and how to understand their needs, derive intelligence from their actions, and provide the best experience possible in the modern era.
This publication serves as the first in-depth DMCC (Dubai Multi Commodities Centre) thought leadership report on the global and local gaming and esports ecosystem. It gathers contributions from key opinion leaders to share their views on where the gaming and esports industry is heading and places emphasis on the drivers of gaming and esports from a technology, culture and business perspective.
Lightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika Aldabaux singapore
How can we take UX and Data Storytelling out of the tech context and use them to change the way government behaves?
Showcasing the truth is the highest goal of data storytelling. Because the design of a chart can affect the interpretation of data in a major way, one must wield visual tools with care and deliberation. Using quantitative facts to evoke an emotional response is best achieved with the combination of UX and data storytelling.
Pitching Ideas: How to sell your ideas to othersJeroen van Geel
Learn how to convince others of your UX ideas by understanding them.
We are good in designing usable and engaging products and services. We understand the user's needs and have a toolkit with dozens of deliverables. But for some reason it remains difficult to sell an idea or concept to team members, managers or clients. After this session that problem will be solved!
Selling your ideas and convincing others is one of the most undervalued assets in our field. This ranges from convincing a colleague to use a certain design pattern to selling research to your boss and convincing a client to go for your concept. You can come up with the best ideas in the world, but if it is presented in the wrong way these ideas will die a lonely dead. This is sad, because everybody can learn how to bring a message across. The main thing is that you know what to pay attention to.
In this session I will take you on a journey through the world of presenting ideas. We will move through the heads of clients and your colleagues, learn what their thoughts and needs are. We will move to the core of your idea and into the world of psychology.
The document summarizes key takeaways from the SXSW conference. Some of the main topics discussed include: 1) The importance of designing technology with purpose and creating positive human experiences. 2) How collaboration between companies can drive innovation. 3) The value of not being constrained by audiences and taking creative risks. 4) The growing role of virtual and augmented reality. 5) How the rate of technological change is accelerating exponentially. 6) How cognitive computing is being applied across many domains to solve problems. 7) Emerging technologies like self-driving cars that are closer to widespread use than perceived. 8) How ubiquitous computing is already integrating technology into many aspects of life. 9) The growing role of robots and focus on
This is a presentation that I gave to a USF Masters of Business Administration class on Brand Planning for Clients. My hope was to share some thoughts with the future generation of clients on planning, positioning, relevance and new product development.
24 Awesome Infographic Ideas to Inspire Your Next Beautiful CreationPiktochart
Infographics are awesome, simply because they can capture and hold our attention so well - if done right. The best part is, there are so many great examples out there that we can draw inspiration from. Here are 24 infographic ideas that you can use to create your next beautiful creation.
Clickbait: A Guide To Writing Un-Ignorable HeadlinesVenngage
We looked at some of the top performing content on social media, from some of the top publications on the web. From this, we were able to figure out the recipe for crafting a click-worthy title. Here is what we learned...
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
Learn how to build ridiculously compelling sales decks based on super tactical examples from industry leaders, so you can put it into practice immediately and start winning deals!
This document discusses how data storytelling can help brand strategists. It provides seven examples of how data insights can be used to tell stories: 1) when the arithmetic reveals a new answer, 2) when a magic number becomes a pivot, 3) when asking new questions of the data provides different answers, 4) when search reveals how people really feel, 5) how data can shed light on subjective questions, 6) patterns that emerge from aggregated data, and 7) seeing business data through a marketing lens. The document advocates that strategists shift from optimizing at the end to inspiring at the beginning with data, which is evidence of human behavior. It provides various data examples and sources to illustrate data storytelling techniques.
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
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.
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.
I’m excited to finally share my research from last year on the hypnotic effects of mass media and digital platformization. This study explores how our attention is influenced through YouTube’s audio-visual content. Key points:
- **Objective:** Examine the hypnotic side effects of media on attention.
- **Focus:** Sound and visual experiences on YouTube.
- **Methodology:** Mixed digital approach with quantitative and qualitative analysis.
- **Findings:** Observations on techniques in attention-based economies and their cognitive impact.
- **Implications:** Considerations for future research in media and mind interactions, especially within OSINT-oriented communities.
Curious about the details? Check out my slide deck and let’s discuss the future possibilities.
#Research #AttentionEconomy #YouTube #DigitalMedia #MediaStudies #VisualNetworkAnalysis #HypnodelicMedia
Overview of Statistical software such as ODK, surveyCTO,and CSPro
2. Software installation(for computer, and tablet or mobile devices)
3. Create a data entry application
4. Create the data dictionary
5. Create the data entry forms
6. Enter data
7. Add Edits to the Data Entry Application
8. CAPI questions and texts
Annex K RBF's The World Game pdf documentSteven McGee
Signals & Telemetry Annex K for RBF's The World Game / Trade Federations / USPTO 13/573,002 Heart Beacon Cycle Time - Space Time Chain meters, metrics, standards. Adaptive Procedural template framework structured data derived from DoD / NATO's system of systems engineering tech framework
Big Data and Analytics Shaping the future of PaymentsRuchiRathor2
The payments industry is experiencing a data-driven revolution powered by big data and analytics.
Here's a glimpse into 5 ways this dynamic duo is transforming how we pay.
In essence, big data and analytics are playing a pivotal role in building a future filled with faster, more secure, and convenient payment methods for everyone.
AWS re:Invent 2023 - Deep dive into Amazon Aurora and its innovations DAT408Grant McAlister
With an innovative architecture that decouples compute from storage and advanced features like Global Database and low-latency read replicas, Amazon Aurora reimagines what it means to be a relational database. Aurora is a modern database service offering unparalleled performance and high availability at scale with full open source MySQL and PostgreSQL compatibility. In this session, dive deep into the most exciting new features Aurora offers, including Aurora I/O-Optimized, Aurora zero-ETL integration with Amazon Redshift, and Aurora Serverless v2. Learn how the addition of the pgvector extension allows for the storage of vector embeddings and support of vector similarity searches for generative AI.
Towards an Analysis-Ready, Cloud-Optimised service for FAIR fusion dataSamuel Jackson
We present our work to improve data accessibility and performance for data-intensive tasks within the fusion research community. Our primary goal is to develop services that facilitate efficient access for data-intensive applications while ensuring compliance with FAIR principles [1], as well as adoption of interoperable tools, methods and standards.
The major outcome of our work is the successful creation and deployment of a data service for the MAST (Mega Ampere Spherical Tokamak) experiment [2], leading to substantial enhancements in data discoverability, accessibility, and overall data retrieval performance, particularly in scenarios involving large-scale data access. Our work follows the principles of Analysis-Ready, Cloud Optimised (ARCO) data [3] by using cloud optimised data formats for fusion data.
Our system consists of a query-able metadata catalogue, complemented with an object storage system for publicly serving data from the MAST experiment. We will show how our solution integrates with the Pandata stack [4] to enable data analysis and processing at scales that would have previously been intractable, paving the way for data-intensive workflows running routinely with minimal pre-processing on the part of the researcher. By using a cloud-optimised file format such as zarr [5] we can enable interactive data analysis and visualisation while avoiding large data transfers. Our solution integrates with common python data analysis libraries for large, complex scientific data such as xarray [6] for complex data structures and dask [7] for parallel computation and lazily working with larger that memory datasets.
The incorporation of these technologies is vital for advancing simulation, design, and enabling emerging technologies like machine learning and foundation models, all of which rely on efficient access to extensive repositories of high-quality data. Relying on the FAIR guiding principles for data stewardship not only enhances data findability, accessibility, and reusability, but also fosters international cooperation on the interoperability of data and tools, driving fusion research into new realms and ensuring its relevance in an era characterised by advanced technologies in data science.
[1] Wilkinson, M., Dumontier, M., Aalbersberg, I. et al. The FAIR Guiding Principles for scientific data management and stewardship. Sci Data 3, 160018 (2016) https://doi.org/10.1038/sdata.2016.18
[2] M Cox, The Mega Amp Spherical Tokamak, Fusion Engineering and Design, Volume 46, Issues 2–4, 1999, Pages 397-404, ISSN 0920-3796, https://doi.org/10.1016/S0920-3796(99)00031-9
[3] Stern, Charles, et al. "Pangeo forge: crowdsourcing analysis-ready, cloud optimized data production." Frontiers in Climate 3 (2022): 782909.
[4] Bednar, James A., and Martin Durant. "The Pandata Scalable Open-Source Analysis Stack." (2023).
[5] Alistair Miles (2024) ‘zarr-developers/zarr-python: v2.17.1’. Zenodo. doi: 10.5281/zenodo.10790679
[6] Hoyer, S. & Hamman, J., (20
Thе Synеrgy of Options Trading and Python_ Options Trading with Python.pdfRiya Sen
In thе dynamic world of financе staying ahеad of thе curvе is crucial for succеss. Onе avеnuе that has gainеd immеnsе popularity is options trading python which pairеd with thе vеrsatility of Python programming and it bеcomеs a formidablе combination. In this blog post, we’ll dеlvе into thе fascinating rеalm of options trading using Python and еxploring its bеnеfits and tools and stratеgiеs.
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