Bi Architecture And Conceptual FrameworkSlava Kokaev
油
This document discusses business intelligence architecture and concepts. It covers topics like analysis services, SQL Server, data mining, integration services, and enterprise BI strategy and vision. It provides overviews of Microsoft's BI platform, conceptual frameworks, dimensional modeling, ETL processes, and data visualization systems. The goal is to improve organizational processes by providing critical business information to employees.
2024 Trend Updates: What Really Works In SEO & Content MarketingSearch Engine Journal
油
The future of SEO is trending toward a more human-first and user-centric approach, powered by AI intelligence and collaboration. Are you ready?
Watch as we explore which SEO trends to prioritize to achieve sustainable growth and deliver reliable results. Well dive into best practices to adapt your strategy around industry-wide disruptions like SGE, how to navigate the top challenges SEO professionals are facing, and proven tactics for prioritizing quality and building trust.
Youll hear:
- The top SEO trends to prioritize in 2024 to achieve long-term success.
- Predictions for SGEs impact, and how to adapt.
- What E-E-A-T really means, and how to implement it holistically (hint: its never been more important).
With Zack Kadish and Alex Carchietta, well show you which SEO trends to ignore and which to focus on, along with the solution to overcoming rapid, significant and disruptive Google algorithm updates.
If youre looking to cut through the noise of constant SEO and content trends to drive success, you wont want to miss this webinar.
Test Bank for Business Government and Society A Managerial Perspective, 13th ...murphludjan
油
Test Bank for Business Government and Society A Managerial Perspective, 13th Edition: Steiner
Test Bank for Business Government and Society A Managerial Perspective, 13th Edition: Steiner
Test Bank for Business Government and Society A Managerial Perspective, 13th Edition: Steiner
Solution Manual for Software Engineering, 9/E 9th Edition Ian Sommervillecharycadica
油
Solution Manual for Software Engineering, 9/E 9th Edition Ian Sommerville
Solution Manual for Software Engineering, 9/E 9th Edition Ian Sommerville
Solution Manual for Software Engineering, 9/E 9th Edition Ian Sommerville
Evaluation Strategies for Communicating and Reporting Enhancing Learning in O...sayhannchodu
油
Evaluation Strategies for Communicating and Reporting Enhancing Learning in Organizations Mary E. Piontek
Evaluation Strategies for Communicating and Reporting Enhancing Learning in Organizations Mary E. Piontek
Evaluation Strategies for Communicating and Reporting Enhancing Learning in Organizations Mary E. Piontek
Biomedical Engineering for Global Health 1st Edition Rebecca Richards-Kortumdandaytzunn
油
Biomedical Engineering for Global Health 1st Edition Rebecca Richards-Kortum
Biomedical Engineering for Global Health 1st Edition Rebecca Richards-Kortum
Biomedical Engineering for Global Health 1st Edition Rebecca Richards-Kortum
American Democracy Now 4th Edition Harrison Test Bankdileepstoyka
油
American Democracy Now 4th Edition Harrison Test Bank
American Democracy Now 4th Edition Harrison Test Bank
American Democracy Now 4th Edition Harrison Test Bank
Human Resource Selection 8th Edition Gatewood Test Bankkokurosiling
油
Human Resource Selection 8th Edition Gatewood Test Bank
Human Resource Selection 8th Edition Gatewood Test Bank
Human Resource Selection 8th Edition Gatewood Test Bank
Teaching and Learning Design and Technology John Egglestonsapatpaties
油
Teaching and Learning Design and Technology John Eggleston
Teaching and Learning Design and Technology John Eggleston
Teaching and Learning Design and Technology John Eggleston
Storytelling For The Web: Integrate Storytelling in your Design ProcessChiara Aliotta
油
In this slides I explain how I have used storytelling techniques to elevate websites and brands and create memorable user experiences. You can discover practical tips as I showcase the elements of good storytelling and its applied to some examples of diverse brands/projects..
This presentation by Thibault Schrepel, Associate Professor of Law at Vrije Universiteit Amsterdam University, was made during the discussion Artificial Intelligence, Data and Competition held at the 143rd meeting of the OECD Competition Committee on 12 June 2024. More papers and presentations on the topic can be found at oe.cd/aicomp.
This presentation was uploaded with the authors consent.
How to Leverage AI to Boost Employee Wellness - Lydia Di Francesco - SocialHR...SocialHRCamp
油
Speaker: Lydia Di Francesco
In this workshop, participants will delve into the realm of AI and its profound potential to revolutionize employee wellness initiatives. From stress management to fostering work-life harmony, AI offers a myriad of innovative tools and strategies that can significantly enhance the wellbeing of employees in any organization. Attendees will learn how to effectively leverage AI technologies to cultivate a healthier, happier, and more productive workforce. Whether it's utilizing AI-powered chatbots for mental health support, implementing data analytics to identify internal, systemic risk factors, or deploying personalized wellness apps, this workshop will equip participants with actionable insights and best practices to harness the power of AI for boosting employee wellness. Join us and discover how AI can be a strategic partner towards a culture of wellbeing and resilience in the workplace.
2024 State of Marketing Report by HubspotMarius Sescu
油
https://www.hubspot.com/state-of-marketing
揃 Scaling relationships and proving ROI
揃 Social media is the place for search, sales, and service
揃 Authentic influencer partnerships fuel brand growth
揃 The strongest connections happen via call, click, chat, and camera.
揃 Time saved with AI leads to more creative work
揃 Seeking: A single source of truth
揃 TLDR; Get on social, try AI, and align your systems.
揃 More human marketing, powered by robots
ChatGPT is a revolutionary addition to the world since its introduction in 2022. A big shift in the sector of information gathering and processing happened because of this chatbot. What is the story of ChatGPT? How is the bot responding to prompts and generating contents? Swipe through these slides prepared by Expeed Software, a web development company regarding the development and technical intricacies of ChatGPT!
Product Design Trends in 2024 | Teenage EngineeringsPixeldarts
油
The realm of product design is a constantly changing environment where technology and style intersect. Every year introduces fresh challenges and exciting trends that mold the future of this captivating art form. In this piece, we delve into the significant trends set to influence the look and functionality of product design in the year 2024.
How Race, Age and Gender Shape Attitudes Towards Mental HealthThinkNow
油
Mental health has been in the news quite a bit lately. Dozens of U.S. states are currently suing Meta for contributing to the youth mental health crisis by inserting addictive features into their products, while the U.S. Surgeon General is touring the nation to bring awareness to the growing epidemic of loneliness and isolation. The country has endured periods of low national morale, such as in the 1970s when high inflation and the energy crisis worsened public sentiment following the Vietnam War. The current mood, however, feels different. Gallup recently reported that national mental health is at an all-time low, with few bright spots to lift spirits.
To better understand how Americans are feeling and their attitudes towards mental health in general, ThinkNow conducted a nationally representative quantitative survey of 1,500 respondents and found some interesting differences among ethnic, age and gender groups.
Technology
For example, 52% agree that technology and social media have a negative impact on mental health, but when broken out by race, 61% of Whites felt technology had a negative effect, and only 48% of Hispanics thought it did.
While technology has helped us keep in touch with friends and family in faraway places, it appears to have degraded our ability to connect in person. Staying connected online is a double-edged sword since the same news feed that brings us pictures of the grandkids and fluffy kittens also feeds us news about the wars in Israel and Ukraine, the dysfunction in Washington, the latest mass shooting and the climate crisis.
Hispanics may have a built-in defense against the isolation technology breeds, owing to their large, multigenerational households, strong social support systems, and tendency to use social media to stay connected with relatives abroad.
Age and Gender
When asked how individuals rate their mental health, men rate it higher than women by 11 percentage points, and Baby Boomers rank it highest at 83%, saying its good or excellent vs. 57% of Gen Z saying the same.
Gen Z spends the most amount of time on social media, so the notion that social media negatively affects mental health appears to be correlated. Unfortunately, Gen Z is also the generation thats least comfortable discussing mental health concerns with healthcare professionals. Only 40% of them state theyre comfortable discussing their issues with a professional compared to 60% of Millennials and 65% of Boomers.
Race Affects Attitudes
As seen in previous research conducted by ThinkNow, Asian Americans lag other groups when it comes to awareness of mental health issues. Twenty-four percent of Asian Americans believe that having a mental health issue is a sign of weakness compared to the 16% average for all groups. Asians are also considerably less likely to be aware of mental health services in their communities (42% vs. 55%) and most likely to seek out information on social media (51% vs. 35%).
AI Trends in Creative Operations 2024 by Artwork Flow.pdfmarketingartwork
油
Creative operations teams expect increased AI use in 2024. Currently, over half of tasks are not AI-enabled, but this is expected to decrease in the coming year. ChatGPT is the most popular AI tool currently. Business leaders are more actively exploring AI benefits than individual contributors. Most respondents do not believe AI will impact workforce size in 2024. However, some inhibitions still exist around AI accuracy and lack of understanding. Creatives primarily want to use AI to save time on mundane tasks and boost productivity.
Organizational culture includes values, norms, systems, symbols, language, assumptions, beliefs, and habits that influence employee behaviors and how people interpret those behaviors. It is important because culture can help or hinder a company's success. Some key aspects of Netflix's culture that help it achieve results include hiring smartly so every position has stars, focusing on attitude over just aptitude, and having a strict policy against peacocks, whiners, and jerks.
PEPSICO Presentation to CAGNY Conference Feb 2024Neil Kimberley
油
PepsiCo provided a safe harbor statement noting that any forward-looking statements are based on currently available information and are subject to risks and uncertainties. It also provided information on non-GAAP measures and directing readers to its website for disclosure and reconciliation. The document then discussed PepsiCo's business overview, including that it is a global beverage and convenient food company with iconic brands, $91 billion in net revenue in 2023, and nearly $14 billion in core operating profit. It operates through a divisional structure with a focus on local consumers.
Test Bank for Business Government and Society A Managerial Perspective, 13th ...murphludjan
油
Test Bank for Business Government and Society A Managerial Perspective, 13th Edition: Steiner
Test Bank for Business Government and Society A Managerial Perspective, 13th Edition: Steiner
Test Bank for Business Government and Society A Managerial Perspective, 13th Edition: Steiner
Solution Manual for Software Engineering, 9/E 9th Edition Ian Sommervillecharycadica
油
Solution Manual for Software Engineering, 9/E 9th Edition Ian Sommerville
Solution Manual for Software Engineering, 9/E 9th Edition Ian Sommerville
Solution Manual for Software Engineering, 9/E 9th Edition Ian Sommerville
Evaluation Strategies for Communicating and Reporting Enhancing Learning in O...sayhannchodu
油
Evaluation Strategies for Communicating and Reporting Enhancing Learning in Organizations Mary E. Piontek
Evaluation Strategies for Communicating and Reporting Enhancing Learning in Organizations Mary E. Piontek
Evaluation Strategies for Communicating and Reporting Enhancing Learning in Organizations Mary E. Piontek
Biomedical Engineering for Global Health 1st Edition Rebecca Richards-Kortumdandaytzunn
油
Biomedical Engineering for Global Health 1st Edition Rebecca Richards-Kortum
Biomedical Engineering for Global Health 1st Edition Rebecca Richards-Kortum
Biomedical Engineering for Global Health 1st Edition Rebecca Richards-Kortum
American Democracy Now 4th Edition Harrison Test Bankdileepstoyka
油
American Democracy Now 4th Edition Harrison Test Bank
American Democracy Now 4th Edition Harrison Test Bank
American Democracy Now 4th Edition Harrison Test Bank
Human Resource Selection 8th Edition Gatewood Test Bankkokurosiling
油
Human Resource Selection 8th Edition Gatewood Test Bank
Human Resource Selection 8th Edition Gatewood Test Bank
Human Resource Selection 8th Edition Gatewood Test Bank
Teaching and Learning Design and Technology John Egglestonsapatpaties
油
Teaching and Learning Design and Technology John Eggleston
Teaching and Learning Design and Technology John Eggleston
Teaching and Learning Design and Technology John Eggleston
Storytelling For The Web: Integrate Storytelling in your Design ProcessChiara Aliotta
油
In this slides I explain how I have used storytelling techniques to elevate websites and brands and create memorable user experiences. You can discover practical tips as I showcase the elements of good storytelling and its applied to some examples of diverse brands/projects..
This presentation by Thibault Schrepel, Associate Professor of Law at Vrije Universiteit Amsterdam University, was made during the discussion Artificial Intelligence, Data and Competition held at the 143rd meeting of the OECD Competition Committee on 12 June 2024. More papers and presentations on the topic can be found at oe.cd/aicomp.
This presentation was uploaded with the authors consent.
How to Leverage AI to Boost Employee Wellness - Lydia Di Francesco - SocialHR...SocialHRCamp
油
Speaker: Lydia Di Francesco
In this workshop, participants will delve into the realm of AI and its profound potential to revolutionize employee wellness initiatives. From stress management to fostering work-life harmony, AI offers a myriad of innovative tools and strategies that can significantly enhance the wellbeing of employees in any organization. Attendees will learn how to effectively leverage AI technologies to cultivate a healthier, happier, and more productive workforce. Whether it's utilizing AI-powered chatbots for mental health support, implementing data analytics to identify internal, systemic risk factors, or deploying personalized wellness apps, this workshop will equip participants with actionable insights and best practices to harness the power of AI for boosting employee wellness. Join us and discover how AI can be a strategic partner towards a culture of wellbeing and resilience in the workplace.
2024 State of Marketing Report by HubspotMarius Sescu
油
https://www.hubspot.com/state-of-marketing
揃 Scaling relationships and proving ROI
揃 Social media is the place for search, sales, and service
揃 Authentic influencer partnerships fuel brand growth
揃 The strongest connections happen via call, click, chat, and camera.
揃 Time saved with AI leads to more creative work
揃 Seeking: A single source of truth
揃 TLDR; Get on social, try AI, and align your systems.
揃 More human marketing, powered by robots
ChatGPT is a revolutionary addition to the world since its introduction in 2022. A big shift in the sector of information gathering and processing happened because of this chatbot. What is the story of ChatGPT? How is the bot responding to prompts and generating contents? Swipe through these slides prepared by Expeed Software, a web development company regarding the development and technical intricacies of ChatGPT!
Product Design Trends in 2024 | Teenage EngineeringsPixeldarts
油
The realm of product design is a constantly changing environment where technology and style intersect. Every year introduces fresh challenges and exciting trends that mold the future of this captivating art form. In this piece, we delve into the significant trends set to influence the look and functionality of product design in the year 2024.
How Race, Age and Gender Shape Attitudes Towards Mental HealthThinkNow
油
Mental health has been in the news quite a bit lately. Dozens of U.S. states are currently suing Meta for contributing to the youth mental health crisis by inserting addictive features into their products, while the U.S. Surgeon General is touring the nation to bring awareness to the growing epidemic of loneliness and isolation. The country has endured periods of low national morale, such as in the 1970s when high inflation and the energy crisis worsened public sentiment following the Vietnam War. The current mood, however, feels different. Gallup recently reported that national mental health is at an all-time low, with few bright spots to lift spirits.
To better understand how Americans are feeling and their attitudes towards mental health in general, ThinkNow conducted a nationally representative quantitative survey of 1,500 respondents and found some interesting differences among ethnic, age and gender groups.
Technology
For example, 52% agree that technology and social media have a negative impact on mental health, but when broken out by race, 61% of Whites felt technology had a negative effect, and only 48% of Hispanics thought it did.
While technology has helped us keep in touch with friends and family in faraway places, it appears to have degraded our ability to connect in person. Staying connected online is a double-edged sword since the same news feed that brings us pictures of the grandkids and fluffy kittens also feeds us news about the wars in Israel and Ukraine, the dysfunction in Washington, the latest mass shooting and the climate crisis.
Hispanics may have a built-in defense against the isolation technology breeds, owing to their large, multigenerational households, strong social support systems, and tendency to use social media to stay connected with relatives abroad.
Age and Gender
When asked how individuals rate their mental health, men rate it higher than women by 11 percentage points, and Baby Boomers rank it highest at 83%, saying its good or excellent vs. 57% of Gen Z saying the same.
Gen Z spends the most amount of time on social media, so the notion that social media negatively affects mental health appears to be correlated. Unfortunately, Gen Z is also the generation thats least comfortable discussing mental health concerns with healthcare professionals. Only 40% of them state theyre comfortable discussing their issues with a professional compared to 60% of Millennials and 65% of Boomers.
Race Affects Attitudes
As seen in previous research conducted by ThinkNow, Asian Americans lag other groups when it comes to awareness of mental health issues. Twenty-four percent of Asian Americans believe that having a mental health issue is a sign of weakness compared to the 16% average for all groups. Asians are also considerably less likely to be aware of mental health services in their communities (42% vs. 55%) and most likely to seek out information on social media (51% vs. 35%).
AI Trends in Creative Operations 2024 by Artwork Flow.pdfmarketingartwork
油
Creative operations teams expect increased AI use in 2024. Currently, over half of tasks are not AI-enabled, but this is expected to decrease in the coming year. ChatGPT is the most popular AI tool currently. Business leaders are more actively exploring AI benefits than individual contributors. Most respondents do not believe AI will impact workforce size in 2024. However, some inhibitions still exist around AI accuracy and lack of understanding. Creatives primarily want to use AI to save time on mundane tasks and boost productivity.
Organizational culture includes values, norms, systems, symbols, language, assumptions, beliefs, and habits that influence employee behaviors and how people interpret those behaviors. It is important because culture can help or hinder a company's success. Some key aspects of Netflix's culture that help it achieve results include hiring smartly so every position has stars, focusing on attitude over just aptitude, and having a strict policy against peacocks, whiners, and jerks.
PEPSICO Presentation to CAGNY Conference Feb 2024Neil Kimberley
油
PepsiCo provided a safe harbor statement noting that any forward-looking statements are based on currently available information and are subject to risks and uncertainties. It also provided information on non-GAAP measures and directing readers to its website for disclosure and reconciliation. The document then discussed PepsiCo's business overview, including that it is a global beverage and convenient food company with iconic brands, $91 billion in net revenue in 2023, and nearly $14 billion in core operating profit. It operates through a divisional structure with a focus on local consumers.
Content Methodology: A Best Practices Report (Webinar)contently
油
This document provides an overview of content methodology best practices. It defines content methodology as establishing objectives, KPIs, and a culture of continuous learning and iteration. An effective methodology focuses on connecting with audiences, creating optimal content, and optimizing processes. It also discusses why a methodology is needed due to the competitive landscape, proliferation of channels, and opportunities for improvement. Components of an effective methodology include defining objectives and KPIs, audience analysis, identifying opportunities, and evaluating resources. The document concludes with recommendations around creating a content plan, testing and optimizing content over 90 days.
How to Prepare For a Successful Job Search for 2024Albert Qian
油
The document provides guidance on preparing a job search for 2024. It discusses the state of the job market, focusing on growth in AI and healthcare but also continued layoffs. It recommends figuring out what you want to do by researching interests and skills, then conducting informational interviews. The job search should involve building a personal brand on LinkedIn, actively applying to jobs, tailoring resumes and interviews, maintaining job hunting as a habit, and continuing self-improvement. Once hired, the document advises setting new goals and keeping skills and networking active in case of future opportunities.
A report by thenetworkone and Kurio.
The contributing experts and agencies are (in an alphabetical order): Sylwia Rytel, Social Media Supervisor, 180heartbeats + JUNG v MATT (PL), Sharlene Jenner, Vice President - Director of Engagement Strategy, Abelson Taylor (USA), Alex Casanovas, Digital Director, Atrevia (ES), Dora Beilin, Senior Social Strategist, Barrett Hoffher (USA), Min Seo, Campaign Director, Brand New Agency (KR), Desh辿 M. Gully, Associate Strategist, Day One Agency (USA), Francesca Trevisan, Strategist, Different (IT), Trevor Crossman, CX and Digital Transformation Director; Olivia Hussey, Strategic Planner; Simi Srinarula, Social Media Manager, The Hallway (AUS), James Hebbert, Managing Director, Hylink (CN / UK), Mundy lvarez, Planning Director; Pedro Rojas, Social Media Manager; Pancho Gonz叩lez, CCO, Inbrax (CH), Oana Oprea, Head of Digital Planning, Jam Session Agency (RO), Amy Bottrill, Social Account Director, Launch (UK), Gaby Arriaga, Founder, Leonardo1452 (MX), Shantesh S Row, Creative Director, Liwa (UAE), Rajesh Mehta, Chief Strategy Officer; Dhruv Gaur, Digital Planning Lead; Leonie Mergulhao, Account Supervisor - Social Media & PR, Medulla (IN), Aurelija Plioplyt, Head of Digital & Social, Not Perfect (LI), Daiana Khaidargaliyeva, Account Manager, Osaka Labs (UK / USA), Stefanie Sohnchen, Vice President Digital, PIABO Communications (DE), Elisabeth Winiartati, Managing Consultant, Head of Global Integrated Communications; Lydia Aprina, Account Manager, Integrated Marketing and Communications; Nita Prabowo, Account Manager, Integrated Marketing and Communications; Okhi, Web Developer, PNTR Group (ID), Kei Obusan, Insights Director; Daffi Ranandi, Insights Manager, Radarr (SG), Gautam Reghunath, Co-founder & CEO, Talented (IN), Donagh Humphreys, Head of Social and Digital Innovation, THINKHOUSE (IRE), Sarah Yim, Strategy Director, Zulu Alpha Kilo (CA).
Trends In Paid Search: Navigating The Digital Landscape In 2024Search Engine Journal
油
The search marketing landscape is evolving rapidly with new technologies, and professionals, like you, rely on innovative paid search strategies to meet changing demands.
Its important that youre ready to implement new strategies in 2024.
Check this out and learn the top trends in paid search advertising that are expected to gain traction, so you can drive higher ROI more efficiently in 2024.
Youll learn:
- The latest trends in AI and automation, and what this means for an evolving paid search ecosystem.
- New developments in privacy and data regulation.
- Emerging ad formats that are expected to make an impact next year.
Watch Sreekant Lanka from iQuanti and Irina Klein from OneMain Financial as they dive into the future of paid search and explore the trends, strategies, and technologies that will shape the search marketing landscape.
If youre looking to assess your paid search strategy and design an industry-aligned plan for 2024, then this webinar is for you.
5 Public speaking tips from TED - Visualized summarySpeakerHub
油
From their humble beginnings in 1984, TED has grown into the worlds most powerful amplifier for speakers and thought-leaders to share their ideas. They have over 2,400 filmed talks (not including the 30,000+ TEDx videos) freely available online, and have hosted over 17,500 events around the world.
With over one billion views in a year, its no wonder that so many speakers are looking to TED for ideas on how to share their message more effectively.
The article 5 Public-Speaking Tips TED Gives Its Speakers, by Carmine Gallo for Forbes, gives speakers five practical ways to connect with their audience, and effectively share their ideas on stage.
Whether you are gearing up to get on a TED stage yourself, or just want to master the skills that so many of their speakers possess, these tips and quotes from Chris Anderson, the TED Talks Curator, will encourage you to make the most impactful impression on your audience.
See the full article and more summaries like this on SpeakerHub here: https://speakerhub.com/blog/5-presentation-tips-ted-gives-its-speakers
See the original article on Forbes here:
http://www.forbes.com/forbes/welcome/?toURL=http://www.forbes.com/sites/carminegallo/2016/05/06/5-public-speaking-tips-ted-gives-its-speakers/&refURL=&referrer=#5c07a8221d9b
ChatGPT and the Future of Work - Clark Boyd Clark Boyd
油
Everyone is in agreement that ChatGPT (and other generative AI tools) will shape the future of work. Yet there is little consensus on exactly how, when, and to what extent this technology will change our world.
Businesses that extract maximum value from ChatGPT will use it as a collaborative tool for everything from brainstorming to technical maintenance.
For individuals, now is the time to pinpoint the skills the future professional will need to thrive in the AI age.
Check out this presentation to understand what ChatGPT is, how it will shape the future of work, and how you can prepare to take advantage.
The document provides career advice for getting into the tech field, including:
- Doing projects and internships in college to build a portfolio.
- Learning about different roles and technologies through industry research.
- Contributing to open source projects to build experience and network.
- Developing a personal brand through a website and social media presence.
- Networking through events, communities, and finding a mentor.
- Practicing interviews through mock interviews and whiteboarding coding questions.
Google's Just Not That Into You: Understanding Core Updates & Search IntentLily Ray
油
1. Core updates from Google periodically change how its algorithms assess and rank websites and pages. This can impact rankings through shifts in user intent, site quality issues being caught up to, world events influencing queries, and overhauls to search like the E-A-T framework.
2. There are many possible user intents beyond just transactional, navigational and informational. Identifying intent shifts is important during core updates. Sites may need to optimize for new intents through different content types and sections.
3. Responding effectively to core updates requires analyzing "before and after" data to understand changes, identifying new intents or page types, and ensuring content matches appropriate intents across video, images, knowledge graphs and more.
A brief introduction to DataScience with explaining of the concepts, algorithms, machine learning, supervised and unsupervised learning, clustering, statistics, data preprocessing, real-world applications etc.
It's part of a Data Science Corner Campaign where I will be discussing the fundamentals of DataScience, AIML, Statistics etc.
12. A m撤hely
2012. janu叩rj叩ban n辿h叩ny lelkes
informatikus-k旦nyvt叩ros hallgat坦 hozta l辿tre
inform叩ci坦s grafik叩k k辿sz鱈t辿se elssorban a
felsoktat叩s, m叩sodsorban minden
辿rdekld sz叩m叩ra
Az infografik叩k elm辿leti 辿s gyakorlati
h叩tter辿nek megismer辿se 辿s m叩sokkal val坦
megismertet辿se
13. A m撤helymunka
Elssorban online kapcsolat heti-
k辿theti rendszeress辿g撤
szem辿lyes tal叩lkoz坦kkal
Egyetemi, egyetemhez kapcsol坦d坦
projektekhez infografika
k辿sz鱈t辿se
14. Eddigi munk叩k
Z旦ld egyetemek Magyarorsz叩gon
辿s a vil叩gban
A vil叩g egyetemeinek z旦ld
int辿zm辿ny-strat辿gia szerinti
rangsor叩nak megjelen鱈t辿se
16. Adatgy撤jt辿s
Offline
Hagyom叩nyos k辿rd鱈ves m坦dszerrel t旦rt辿n adatfelv辿tel
Dr叩ga, lassan feldolgozhat坦
Pontos, megb鱈zhat坦
Online
Online fel端letek seg鱈ts辿g辿vel t旦rt辿n adatgy撤jt辿s
(surveymonkey, google spreadsheet)
Olcs坦, azonnal rendenlekz辿sre 叩ll
Nem teljesen megb鱈zhat坦
17. Adattiszt鱈t叩s 辿s
ellenrz辿s
Megelz辿s!
Szoftveres adattiszt鱈t叩s:
Talend Open Studio
SPSS
Google Refine (OpenRefine)
K辿zi adattiszt鱈t叩s 辿s ellenrz辿s
K+F projektek eset辿ben pl. k辿zi annot叩ci坦, k辿zi
adattiszt鱈t叩s
18. A dashboardok t鱈pusai
Strat辿giai
Felsvezetk sz叩m叩ra k辿sz端l 旦sszefoglal坦k,
amelyek a v叩llalt strat辿giai c辿ljaihoz val坦 k旦zel鱈t辿s
m辿rt辿k辿t mutatj叩k meg.
Analitikus
K旦z辿p- 辿s felsvezetk sz叩m叩ra lehetv辿 tesz
f炭r叩st vagy egy辿b analitikus elemzeszk旦z旦k
haszn叩lat叩t
Operat鱈v
M撤k旦d辿si adatokr坦l t叩j辿koztat, pl gy叩rt坦sorok
mins辿gbiztos鱈t叩sa
19. Az SZTE SZAKK EGA
projekt
Strat辿giai
Eg辿szs辿ggazdas叩gtani adatok egy csoportban
Teljes鱈tm辿nymutat坦k monitoroz叩sa
Ter端leti ell叩t叩si k旦telezetts辿ggel kapcsolatos mutat坦k
Case Mix Index mutat坦ja
Kr坦nikus 叩gy kihaszn叩lts叩g mutat坦ja
Operat鱈v-analitikus
Gazdas叩gi m撤k旦d辿ssel kapcsolatos adatok
K旦lts辿gek v叩ltoz叩sa
Bev辿telek 辿s kiad叩sok
Gazdas叩gi tabella int辿zm辿nyi rangsor gazdas叩gi adatok
alapj叩n
20. Az SZTE SZAKK EGA
projekt
GOP-1.1.2-07/1-2008-0007 -
Multidiszciplin叩ris kutat叩s-fejleszt辿s a DEAK
KKK folytat叩s叩ban: Int辿zm辿nyspecifikus
vezeti 旦sszefoglal坦 k辿sz鱈t辿se d旦nt辿shozatali
folyamatok t叩mogat叩s叩hoz
Fejleszt辿s idtartama: 8 h辿t
Haszn叩latban van: 20 h坦napja
Int辿zm辿nyek sz叩ma: 27 + Klinikai k旦zpont
21. Az SZTE SZAKK EGA
projekt
Int辿zm辿nyspecifikus adatok k旦r辿nek
meghat叩roz叩sa (adats辿ma kialak鱈t叩sa)
Vezeti 旦sszefoglal坦 szerkezeti v叩z叩nak
elk辿sz鱈t辿se
T旦bbsz旦r旦s iter叩ci坦 a felhaszn叩l坦kkal (Klinikai
Konszolid叩ci坦s bizotts叩g tagjai, int辿zm辿nyvezetk)
V辿gleges鱈t辿s 辿s adatfelt旦lt辿s