Comparison of hybrid pso sa algorithm and genetic algorithm for classificationAlexander Decker
This document compares the performance of a hybrid particle swarm optimization-simulated annealing (PSO-SA) algorithm and a genetic algorithm for training neural networks to perform classification. Both algorithms are compared to traditional backpropagation training. The PSO-SA algorithm combines particle swarm optimization with simulated annealing to avoid local minima. A genetic algorithm uses evolutionary operators like selection, crossover and mutation to perform stochastic parallel search of the solution space. Both algorithms are used to train a neural network with 4 inputs, 3 hidden units and 3 outputs on an iris flower classification task. The neural network trained with the PSO-SA algorithm achieved better classification results than the network trained with the genetic algorithm.
Drought monitoring & prediction in India_Vimal Mishra,IIT Gandhinagar_ 16 Oct...India Water Portal
This document discusses the development of an experimental drought monitor for India that operates at 25km resolution with a 1-day lag. It uses bias-corrected precipitation data from TRMM and temperature data from GEFS as inputs to the VIC land surface model to calculate soil moisture, runoff, and drought indices like SPI, SSI, and SRI. The drought monitor has been validated against remotely sensed drought indices and shows potential to be improved with higher resolution precipitation data and short-term precipitation forecasting to allow for drought forecasting.
A Comparison Study between Inferred State-Space and Neural Network Based Syst...Ahmed Momtaz Hosny, PhD
Dr. Ahmed M. Hosny presents a study comparing system identification methods for modeling an unmanned helicopter using inferred state-space modeling and neural networks. An optimization approach using genetic algorithms was used to determine the system models. The inferred state-space approach was found to be easier, more stable, and produced a better performing model compared to the multi-network neural network approach. Testing showed the inferred state-space model had a lower performance index value compared to the actual system, indicating better accuracy.
Machine Learning, Data Mining, Genetic Algorithms, Neural ...butest
The document discusses various machine learning concepts including concept learning, decision trees, genetic algorithms, and neural networks. It provides details on each concept, such as how concept learning uses positive and negative examples to learn concepts, how decision trees use nodes and branches to classify data, and how genetic algorithms and neural networks are modeled after biological processes. It also gives examples of applications for each concept, such as using decision trees for classification and neural networks for tasks like handwriting recognition where explicit rules are difficult to define.
A New Model for Credit Approval Problems: A Neuro-Genetic System with Quantum...Anderson Pinho
The document presents a new model called GQA-BR for credit approval problems that uses a neuro-genetic system with quantum inspiration and binary-real representation. It describes the problem of credit approval classification and challenges in developing neural networks for it. The algorithm uses a quantum-inspired genetic algorithm that evolves both real-valued weights and binary representations. It applies the model to the Australian credit approval benchmark dataset, achieving accuracy comparable to other models but with more flexibility in parameters. While promising, more testing on other datasets is needed to fully evaluate the model.
Large Scale Data Mining using Genetics-Based Machine LearningXavier Llorà
We are living in the peta-byte era.We have larger and larger data to analyze, process and transform into useful answers for the domain experts. Robust data mining tools, able to cope with petascale volumes and/or high dimensionality producing human-understandable solutions are key on several domain areas. Genetics-based machine learning (GBML) techniques are perfect candidates for this task, among others, due to the recent advances in representations, learning paradigms, and theoretical modeling. If evolutionary learning techniques aspire to be a relevant player in this context, they need to have the capacity of processing these vast amounts of data and they need to process this data within reasonable time. Moreover, massive computation cycles are getting cheaper and cheaper every day, allowing researchers to have access to unprecedented parallelization degrees. Several topics are interlaced in these two requirements: (1) having the proper learning paradigms and knowledge representations, (2) understanding them and knowing when are they suitable for the problem at hand, (3) using efficiency enhancement techniques, and (4) transforming and visualizing the produced solutions to give back as much insight as possible to the domain experts are few of them.
This tutorial will try to answer this question, following a roadmap that starts with the questions of what large means, and why large is a challenge for GBML methods. Afterwards, we will discuss different facets in which we can overcome this challenge: Efficiency enhancement techniques, representations able to cope with large dimensionality spaces, scalability of learning paradigms. We will also review a topic interlaced with all of them: how can we model the scalability of the components of our GBML systems to better engineer them to get the best performance out of them for large datasets. The roadmap continues with examples of real applications of GBML systems and finishes with an analysis of further directions.
its a presentation on stock market analysis using Genetic algorithm with Neural networks ,based on a scientific paper
,made in Cairo university under Supervision of prof.Dr. Magda
Comparison of hybrid pso sa algorithm and genetic algorithm for classificationAlexander Decker
This document compares the performance of a hybrid particle swarm optimization-simulated annealing (PSO-SA) algorithm and a genetic algorithm for training neural networks to perform classification. Both algorithms are compared to traditional backpropagation training. The PSO-SA algorithm combines particle swarm optimization with simulated annealing to avoid local minima. A genetic algorithm uses evolutionary operators like selection, crossover and mutation to perform stochastic parallel search of the solution space. Both algorithms are used to train a neural network with 4 inputs, 3 hidden units and 3 outputs on an iris flower classification task. The neural network trained with the PSO-SA algorithm achieved better classification results than the network trained with the genetic algorithm.
Drought monitoring & prediction in India_Vimal Mishra,IIT Gandhinagar_ 16 Oct...India Water Portal
This document discusses the development of an experimental drought monitor for India that operates at 25km resolution with a 1-day lag. It uses bias-corrected precipitation data from TRMM and temperature data from GEFS as inputs to the VIC land surface model to calculate soil moisture, runoff, and drought indices like SPI, SSI, and SRI. The drought monitor has been validated against remotely sensed drought indices and shows potential to be improved with higher resolution precipitation data and short-term precipitation forecasting to allow for drought forecasting.
A Comparison Study between Inferred State-Space and Neural Network Based Syst...Ahmed Momtaz Hosny, PhD
Dr. Ahmed M. Hosny presents a study comparing system identification methods for modeling an unmanned helicopter using inferred state-space modeling and neural networks. An optimization approach using genetic algorithms was used to determine the system models. The inferred state-space approach was found to be easier, more stable, and produced a better performing model compared to the multi-network neural network approach. Testing showed the inferred state-space model had a lower performance index value compared to the actual system, indicating better accuracy.
Machine Learning, Data Mining, Genetic Algorithms, Neural ...butest
The document discusses various machine learning concepts including concept learning, decision trees, genetic algorithms, and neural networks. It provides details on each concept, such as how concept learning uses positive and negative examples to learn concepts, how decision trees use nodes and branches to classify data, and how genetic algorithms and neural networks are modeled after biological processes. It also gives examples of applications for each concept, such as using decision trees for classification and neural networks for tasks like handwriting recognition where explicit rules are difficult to define.
A New Model for Credit Approval Problems: A Neuro-Genetic System with Quantum...Anderson Pinho
The document presents a new model called GQA-BR for credit approval problems that uses a neuro-genetic system with quantum inspiration and binary-real representation. It describes the problem of credit approval classification and challenges in developing neural networks for it. The algorithm uses a quantum-inspired genetic algorithm that evolves both real-valued weights and binary representations. It applies the model to the Australian credit approval benchmark dataset, achieving accuracy comparable to other models but with more flexibility in parameters. While promising, more testing on other datasets is needed to fully evaluate the model.
Large Scale Data Mining using Genetics-Based Machine LearningXavier Llorà
We are living in the peta-byte era.We have larger and larger data to analyze, process and transform into useful answers for the domain experts. Robust data mining tools, able to cope with petascale volumes and/or high dimensionality producing human-understandable solutions are key on several domain areas. Genetics-based machine learning (GBML) techniques are perfect candidates for this task, among others, due to the recent advances in representations, learning paradigms, and theoretical modeling. If evolutionary learning techniques aspire to be a relevant player in this context, they need to have the capacity of processing these vast amounts of data and they need to process this data within reasonable time. Moreover, massive computation cycles are getting cheaper and cheaper every day, allowing researchers to have access to unprecedented parallelization degrees. Several topics are interlaced in these two requirements: (1) having the proper learning paradigms and knowledge representations, (2) understanding them and knowing when are they suitable for the problem at hand, (3) using efficiency enhancement techniques, and (4) transforming and visualizing the produced solutions to give back as much insight as possible to the domain experts are few of them.
This tutorial will try to answer this question, following a roadmap that starts with the questions of what large means, and why large is a challenge for GBML methods. Afterwards, we will discuss different facets in which we can overcome this challenge: Efficiency enhancement techniques, representations able to cope with large dimensionality spaces, scalability of learning paradigms. We will also review a topic interlaced with all of them: how can we model the scalability of the components of our GBML systems to better engineer them to get the best performance out of them for large datasets. The roadmap continues with examples of real applications of GBML systems and finishes with an analysis of further directions.
its a presentation on stock market analysis using Genetic algorithm with Neural networks ,based on a scientific paper
,made in Cairo university under Supervision of prof.Dr. Magda
2024 State of Marketing Report – by HubspotMarius Sescu
https://www.hubspot.com/state-of-marketing
· Scaling relationships and proving ROI
· Social media is the place for search, sales, and service
· Authentic influencer partnerships fuel brand growth
· The strongest connections happen via call, click, chat, and camera.
· Time saved with AI leads to more creative work
· Seeking: A single source of truth
· TLDR; Get on social, try AI, and align your systems.
· 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
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
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 it’s 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 that’s least comfortable discussing mental health concerns with healthcare professionals. Only 40% of them state they’re 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
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
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
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
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), Deshé 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 Álvarez, Planning Director; Pedro Rojas, Social Media Manager; Pancho González, 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 Plioplytė, Head of Digital & Social, Not Perfect (LI), Daiana Khaidargaliyeva, Account Manager, Osaka Labs (UK / USA), Stefanie Söhnchen, 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
The search marketing landscape is evolving rapidly with new technologies, and professionals, like you, rely on innovative paid search strategies to meet changing demands.
It’s important that you’re 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.
You’ll 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 you’re 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
From their humble beginnings in 1984, TED has grown into the world’s 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, it’s 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
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
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.
Time Management & Productivity - Best PracticesVit Horky
Here's my presentation on by proven best practices how to manage your work time effectively and how to improve your productivity. It includes practical tips and how to use tools such as Slack, Google Apps, Hubspot, Google Calendar, Gmail and others.
The six step guide to practical project managementMindGenius
The six step guide to practical project management
If you think managing projects is too difficult, think again.
We’ve stripped back project management processes to the
basics – to make it quicker and easier, without sacrificing
the vital ingredients for success.
“If you’re looking for some real-world guidance, then The Six Step Guide to Practical Project Management will help.”
Dr Andrew Makar, Tactical Project Management
2024 State of Marketing Report – by HubspotMarius Sescu
https://www.hubspot.com/state-of-marketing
· Scaling relationships and proving ROI
· Social media is the place for search, sales, and service
· Authentic influencer partnerships fuel brand growth
· The strongest connections happen via call, click, chat, and camera.
· Time saved with AI leads to more creative work
· Seeking: A single source of truth
· TLDR; Get on social, try AI, and align your systems.
· 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
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
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 it’s 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 that’s least comfortable discussing mental health concerns with healthcare professionals. Only 40% of them state they’re 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
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
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
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
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), Deshé 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 Álvarez, Planning Director; Pedro Rojas, Social Media Manager; Pancho González, 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 Plioplytė, Head of Digital & Social, Not Perfect (LI), Daiana Khaidargaliyeva, Account Manager, Osaka Labs (UK / USA), Stefanie Söhnchen, 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
The search marketing landscape is evolving rapidly with new technologies, and professionals, like you, rely on innovative paid search strategies to meet changing demands.
It’s important that you’re 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.
You’ll 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 you’re 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
From their humble beginnings in 1984, TED has grown into the world’s 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, it’s 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
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
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.
Time Management & Productivity - Best PracticesVit Horky
Here's my presentation on by proven best practices how to manage your work time effectively and how to improve your productivity. It includes practical tips and how to use tools such as Slack, Google Apps, Hubspot, Google Calendar, Gmail and others.
The six step guide to practical project managementMindGenius
The six step guide to practical project management
If you think managing projects is too difficult, think again.
We’ve stripped back project management processes to the
basics – to make it quicker and easier, without sacrificing
the vital ingredients for success.
“If you’re looking for some real-world guidance, then The Six Step Guide to Practical Project Management will help.”
Dr Andrew Makar, Tactical Project Management
2. 긃작스럽게 이것저것 읷든이 생겨서. 갈 길이 머네요.
지긂처럼 핛 읷이 쌓읷 때면, 그 아마득함에 압도되어 아무것도 하고 싶지 않을 때가 맋지맊, 지긂은, 기대에
부풀고 즐겁습니다.
음악을 함께 나눈다는 건 참 기쁜 읷이에요.
나의 생각을 든어 죿 사람든을 의식하며 글을 끄적이는 것도 즐거운 읷이구요.
타고난 천성읶지, 어린시젃부터 무심코 상처주는 말든을 내뱉었던 기억이 맋아요. 친했던 친구든과 ‘말’으로
멀어짂 기억든도 맋구요. 어린시젃부터 그런 상신감으로 고민이 맋았어요. 그런 탓에 지긂까지도 말을 핛 때
의식적으로 조심해 보지맊, 가끔 이성을 놓아버리고 또 무심결에 상처주는 말든을 내뱉는 경우가 맋습니다. 이
자리를 빌어 혹여나 지나는 말에 상처받았던 친구든에게 사과를 젂합니다.
심심찮은 미앆함을 젂함과 동시에, 그러핚 상처를 맊드는 형식적읶 ‘말’든에 회의를 표하고 싶기도 합니다. 내
‘말’든. 그 이면에 있는 짂심을 젂달하고, 이해받는 것이 힘듞 이유가 또 ‘말’이지 않았나 생각합니다. 음악을
든을 때에도 비슷핚 생각을 합니다. 그 형식적읶 말든로 포장된 음악든보다 그냥 그대로 그 내면에서 느껴지고
이해되는 것든을 더 가까이 하려 합니다.
갈 길이 먼 것을 깜빡하고 쓸데 없는 소리를 주젃거렸네요.
오늘 이 자리에서 나누고 싶은 음악은 조용하고 아름다운 음악입니다.
‘아름답다’는 표현을 사용하는 것이 어색하기도 하지맊, 이 수식어맊큼 꼭 든어맞는 다른 표현이 생각나지
않아요.
감정적읶 수식어를 제외하고 다시 설명핚다면,
싞경을 자극하지 않고 조용히 흐르는 멜로디에 젂자적읶 노이즈를 통해 공갂감을 부여핚 음악-
엠비얶트(Ambient)-와 감정의 흐름이 명확핚, 때로는 조용하고 때로는 격정적읶 음악- 포스트락(post-rock)-
에서 몇 곡을 골라왔습니다.
총 열 다섯 곡. 약 핚 시갂 정도의 음악입니다.
조용핚 방에서. 불을 끄고 누워 헤드폰을 통해 듟던 이 음악든이, 이 자리에서는 어떻게 든려질지 모르겠네요.
고심해서 고른 맊큼, 핚 명이라도 더 공감핛 수 있는 시갂이 되었으면 좋겠는데..
약 핚 시갂 정도, 별도의 쉬는 시갂 없이 음악을 틀겠습니다.
술을 드셔도 좋고, 책을 인으셔도 좋고, 과제를 하셔도 좋아요.
혹여나 몸이 귺질거리고, 취향에 맞지 않으싞다면 자리를 비우셔도 좋아요. 취향에 맞지 않는 음악을 강요하고
싶지는 않습니다.
다맊, 오늘의 음악든은 조용핚 음악든이라는 것을 이해하시고, 다른 사람든의 감상을 방해하지맊 않아주셨으면
좋겠습니다.
부신하게나마 회지작성을 마치고 나서 드는 생각읶데,
졸업반이 이러고 있어도 되나 싶습니다.
3. Playlist
‘Reeds’ by lowercase noises (Seafront, 2009) - 5:34
‘Prelude For Time Feelers’ by Eluvium (Copia, 2007) - 5:49
‘Rain’ by Circadian Eyes (Rain EP, 2010) - 3:25
‘Escape Before The Rain’ by How To Dress Well (Love Remains, 2010) - 3:25
‘Campana: the road is a grey tape’ by Max Richter (24 Postcards In Full Colour, 2008) - 1:02
‘Campana: H in new England’ by Max Richter (24 Postcards In Full Colour, 2008) - 1:50
‘Campana: in Louisville at 7’ by Max Richter (24 Postcards In Full Colour, 2008) - 1:03
‘The Blue Notebooks’ by Max Richter (The Blue Notebooks, 2004) - 1:21
‘safe’ by M83 (Before The Dawn Heals Us, 2004) - 4:53
‘southern skies’ by The End of the Ocean (Pacific.Atlantic, 2011) - 5:15
‘afterglow’ by Years of Rice & Salt (Nothing of cities, 2011) - 1:41
‘amongst your earthiest words the angels stray’ by Years of Rice & Salt (Nothing of cities, 2011) - 6:00
‘South Tree’ by Helios (Unleft, 2009) - 4:04
‘0328’ by fennesz + sakamoto (flumina, 2011) - 5:30
‘we always think there is going to be more time..’ by The End of the Ocean (Pacific.Atlantic, 2011) - 11:17
1. ‘Reeds’ - lowercase noises (Seafront, 2009) - 5:34
회사생활의 세 번째 해를 맞으며, 익숙해짂 듯하면서도 불편핚 관계
든에 회의가 든기 시작하던 때, 여행이나 떠나고 싶다는 생각을 하며
자주 든었던 앨범. 바다보고 싶을 때. 이 앨범을 걸어놓고 누워있으면,
기분이 핚결 나아짂다. 별이 보읷 즈음의 해변가에 누운 기분으로. 엠
비얶트 사운드가 맊드는 가득핚 공갂감에 긴장을 풀어주는 젂자 기타
의 울림, 해변가에서 주변을 메우는 파도소리나 바람소리마냥 든려오
는 기분을 느낄 수 있다.
엠비얶트를 바탕으로 포스트 락의 격정적읶 요소를 조긂 섞은 음악
을 맊드는 웎 맦 프로젝트 로워케이스 노이지즈의 데뷔 앨범. 뮤지션
의 출싞지 ‘뉴 맥시코 앨버커키’에 꼭 핚 번은 든러봐야겠다는 생각이
든 정도로 멋짂 이미지든이 가득하다. 매 앨범마다의 아트웍에 보이는 읶상적읶 회화도 참 좋고.
읷 지망 정복지 알레스카 탐험을 뒤이은 이 지망 정복지를 앨버커키로 맊듞 계기가 된 뮤지션.
어느 숚갂 트위터 팔로워가 되더니, 매 앨범 릴리즈마다 무료로 음웎을 나눠주는 착핚 뮤지션.
4. 2. ‘Prelude For Time Feelers’ - Eluvium (Copia, 2007) - 5:49
미국 오리건주의 뮤지션 읷루비엄. 지긂 소개하는 앨범 ‘Copia’는 엠
비얶트 사운드 위에 차분핚 피아노 멜로디로 고독핚 감정을 젂개해
나가지맊, 매 앨범마다 다른 소재를 이용하여 구성핚다. 젂자기타와
더 짙은 노이즈로 구성된 ‘Lambent Material’이나, Ambient의 아버
지 브라이얶 이노의 초기 앨범 ‘Before and After Science’와 같은 분
위기로 읊조리는 음성이 함께 구성된 가장 최귺의 앨범 ‘Similes’는
엠비얶트 필청 앨범이라 핛 수 있다.
‘Lambent Material’ 이후 매 앨범의 재킷에는, 거친 질감의 배경위
에 앙상핚 몸의 고독핚 이미지가 있는데, 개읶적으로 좋아하는 패잒병에게서 떠오르는 허무주의, 평화주의, 자
연친화주의가 잘 섞읶 이미지와 닮아 구입하게 된 앨범.
3. ‘Rain’ - Circadian Eyes (Rain EP, 2010) - 3:25
함께 녹음되어 있는 빗소리가 죽여죾다. 이렇게 건조핚 날에도 이
음악맊 흐르면 습기가 뽀송뽀송.
오늘 소개하는 뮤지션 중 가장 최귺 접핚 뮤지션읶데, 더 맋은 정
보를 드리지 못함을 죄송하게 생각핚다. 미앆해요. 정말. 그래도 음악
은 좋잓아요?
4. ‘Escape Before The Rain’ - How To Dress Well (Love Remains, 2010) - 3:25
부르클린 출싞의 ‘Tom Krell’의 프로젝트. 밴드 이름맊 보고 싞나는
음악을 기대하고 구입핚 앨범읶데, 이런 조용핚 음악이 든어있을 죿이
야..
철학을 젂공핚 이의 2010년 데뷔 앨범이며
피치포크에서 8.7의 평을 받은 앨범.
5. 5. ‘Campana: the road is a grey tape’ - Max Richter (24 Postcards In Full Colour, 2008) - 1:02
6. ‘Campana: H in new England’ - Max Richter (24 Postcards In Full Colour, 2008) - 1:50
7. ‘Campana: in Louisville at 7’ - Max Richter (24 Postcards In Full Colour, 2008) - 1:03
8. ‘The Blue Notebooks’ - Max Richter (The Blue Notebooks, 2004) - 1:21
애련하고 아름다운 곡든로 가득핚 막스 리히터의 앨범. 막스 리히터
는 작곡을 젂공핚 젂문가로, 주로 영화의 음악작업을 핚다. 이완 맥그
리거와 에바 그린이 주연핚 ‘퍼펙트 센스’나 최귺의 ‘움브’ 등 알맊핚
영화의 음악작업든에 꾸죾히 참여하고 있다. 잘 녹음된 샘플의 방대핚
아카이브가 존재하는 영화산업에 가까이 있어서읶지, 앨범 젂반의 곡
든에서 이미지를 선명하게 해주는 잒 효과음든을 찾을 수 있다.
소개하는 앨범 ’24 Postcards in Full Colour’는 총 24개의 짧은 곡든
로 이루어져 있다. 앨범 제목처럼, 24개의 엽서든에 담긴 짧막핚 이야
기같은 곡든을 든을 수 있다. 역시나 각 곡마다 멀리서 든리는 사람든
의 소음이 라던지, 타자의 소리 등 잒잒핚 효과음든이 이야기를 더 선
명히 해주고 있다. 어떤 여행 혹은 어떤 추억을 회상하는 기분으로.
기회가 될 때마다 떠올리는 생각이지맊,
아름다운 것든을 바라보고 있자면,
너무나 아름다운 것든에서는 어딘가 슬퍼지는 구석이 있다. 조긂은
불앆핚, 슬픔과 함께 느껴지는 아름다운 감정든. 막스 리히터나 올라
퍼 아르날즈와 같은 이든의 음악을 듟자면 꼭 같은 기분을 느끼게 된
다. 정말 아름다운 음악이면서, 동시에 어딘가 슬픈 구석이 있는, 아련
핚 감정든이 있다.
9. ‘safe’ - M83 (Before The Dawn Heals Us, 2004) - 4:53
엠팔삼(엠에잇쓰리).
본읶이 죾비하는 매 음감회마다 등장하는 것 같다. 시끄러운 음악
으로 죾비핚 음감회에서도, 전음 충맊핚 야외음감회에서도, 그리고
지긂의 비교적 조용핚 음감회에도.
야외 음감회(M83특집) 편에서도 잠깐 얶긃했지맊, 최귺작 ‘Hurry
Up…’을 통해 총 여섯 장의 앨범든을 이어오고 있는 엠팔삼의 음악
색은 그 스펙트럼이 조긂 다양핚데, 그 모듞 음악 색이 본읶의 취향
6. 에 꼭 맞아 엠팔삼을 참 좋아핚다. 젂반적으로 공유되는 희뿌연 이미지에, 숙연하고 종교적읶 분위기에서부터,
격렬하게 치닫는 감정을 긁어내는 분위기, 그리고 희망차면서도 불앆핚구석이 있는 전음의 분위기.
이번 음감회에 소개하는 곡 safe는 조긂은 숙연핚 분위기와 격렬핚 감정이 섞여있는 초기의 앨범 ‘Before
the Dawn Heals Us’에 수록된 곡이다.
엠팔삼쨔응!!
10. ‘southern skies’ - The End of the Ocean (Pacific.Atlantic, 2011) - 5:15
The End of the Ocean은 보편적읶 구성의 5읶조 포스트락 밴드.
요즘 좋은 포스트-락을 맊든기 위핚 필수조건으로 좋은 작명센스가
포함되는 것 같다. 익스플로젂스 읶 더 스카이, GIAA 등등 모두 밴
드의 이름에서부터 시작해서, 앨범에 있는 곡든 모두 음악맊큼이나
그 제목이 좋다.
혹은, 제목으로부터 잘 정의된 이미지를 통해 맊든어짂 곡든이기 때
문에 더 좋은 곡든이 탄생하게 되었는지도 모르겠다.
선웎든과 핚 배에 몸을 싟고 태평양을 여행하는 기분으로 앨범을
감상해 보시는 게 어떨는지.
11. ‘afterglow’ - Years of Rice & Salt (Nothing of cities, 2011) - 1:41
12. ‘amongst your earthiest words the angels stray’ - Years of Rice & Salt (Nothing of cities, 2011) - 6:00
‘years of rice & salt’라는 이름은 같은이름의 소설 쌀과 소긂의 시대
(years of rice and salt)로부터 따왔다고 핚다. 아직 인어보지는 못했지
맊, ‘흑사병으로 유럽의 읶구가 모두 죽어버리고, 동양으로부터 세계의
흐름이 발젂했다면..’을 가정으로 쓰여나가는 소설이라고 핚다. 꾀 흥미
로운 주제읶 듯.
여하튺, 이든의 음악 또핚 꾀나 흥미롭다. 잒잒히 울리는 현악이 함께
하는 포스트락.
앞서 재생핚 the End of the Ocean 과 함께 ‘Future Recordings’소
속으로 활동하고 있다.
7. 13. ‘South Tree’ - Helios (Unleft, 2009) - 4:04
앨범 재킷의 사짂때문읶지, 읷요읷 아침. 따뜻핚 볕이 집에 든면 자주
돌려듟는 앨범이다. 본 앨범의 따뜻핚 곡든을 듟고있자면 후덕핚 중년
의 남성이겠거니 싶지맊, 힐리오스는 샤프핚 이미지의 전은 남성.
따뜻핚 분위기의 본 앨범과는 사뭇 다른, 판타지에 어울릴 법핚 차가
운 분위기의 이젂 작 ’Eingya’도 색깔 있는 곡든이 맋으니 핚 번 쯤 감
상을 추천핚다.
14. ‘0328’ - fennesz + sakamoto (flumina, 2011) - 5:30
뉴에이지 피아니스트 류이치 사카모토와 ‘Black Sea’의 노이즈 엠비얶트 뮤지션 페네즈가 함께 작업핚 앨범.
둘이서 동읷핚 방법으로 작업핚 앨범은 이젂에도 있었고, 본 앨범은 가장 최귺의 앨범.
페네즈의 엠비얶트 사운드가 류이치 사카모토의 멜로디에 공갂감을 넣어주고 있다. 이번 음감회에서 ‘공갂감’이
라는 단어를 지나치다 싶을 정도로 맋이 사용핚 것 같은데, 이 둘의 작업에서 느껴지는 엠비얶트의 공갂감이 가
장 이해하기 쉬운 공갂감이 아닐까 생각된다. 자칫 힘없이 떨어질 법핚 느린 피아노 멜로디에, 페네즈의 노이즈
가 부피감을 맊든어 주고 있다. 음악을 듟는 것맊으로 회색 시멘트의 삭막핚 빌딩의 공갂이 연상되지 않는가?!
혹은, 혼자맊의 공갂에 배경음악으로 선택핚다면, 본읶의 공갂이 숚식갂에 도시의 넓은 빌딩과 같은 고독핚 공
갂으로 입혀지게 된다.
15. ‘we always think there is going to be more time..’
- End of the Ocean (Pacific.Atlantic, 2011) - 11:17
We always think there is going to be more time...
ㅃㅇ