Through a SWOT analysis, companies study their strengths and weaknesses -- and seek to identify the opportunities and threats that are available or impact them.
But, did you know that you can use the same concept (SWOT analysis) in doing a self-assessment of yourself? Such a self-assessment is quite useful as a career planning tool, as well as in preparing for a happy life.
Avoiding the Pitfalls of Vanity Metrics by Apple Senior PMProduct School
- Understand what vanity metrics are and why they come into existence.
- Identify real examples of vanity metrics and craft more meaningful alternative metrics.
- Have fun! I have a big personality and hate dry presentations
Leading and leaning-in on Ai in Recruitment
● What is Ai and why does it matter?
● What value does Ai add to the recruitment life cycle?
● What risks should you be aware of?
● Key questions to ask to evaluate and mitigate risks
● The FAIR™ Framework
● The Power of intelligent chat to Hire with Heart
Artificial Intelligence and Machine Learning for businessSteven Finlay
Artificial Intelligence (AI) and Machine Learning are now mainstream business tools. They are being applied across many industries to increase profits, reduce costs, save lives and improve customer experiences.
This presentation, based on the #1 Amazon bestselling book, cuts through the technical jargon that is often associated with these subjects. It delivers a simple and concise introduction for managers and business people.
The focus is very much on practical application, and how to work with technical specialists (data scientists) to maximise the benefits of these technologies.
Through a SWOT analysis, companies study their strengths and weaknesses -- and seek to identify the opportunities and threats that are available or impact them.
But, did you know that you can use the same concept (SWOT analysis) in doing a self-assessment of yourself? Such a self-assessment is quite useful as a career planning tool, as well as in preparing for a happy life.
Avoiding the Pitfalls of Vanity Metrics by Apple Senior PMProduct School
- Understand what vanity metrics are and why they come into existence.
- Identify real examples of vanity metrics and craft more meaningful alternative metrics.
- Have fun! I have a big personality and hate dry presentations
Leading and leaning-in on Ai in Recruitment
● What is Ai and why does it matter?
● What value does Ai add to the recruitment life cycle?
● What risks should you be aware of?
● Key questions to ask to evaluate and mitigate risks
● The FAIR™ Framework
● The Power of intelligent chat to Hire with Heart
Artificial Intelligence and Machine Learning for businessSteven Finlay
Artificial Intelligence (AI) and Machine Learning are now mainstream business tools. They are being applied across many industries to increase profits, reduce costs, save lives and improve customer experiences.
This presentation, based on the #1 Amazon bestselling book, cuts through the technical jargon that is often associated with these subjects. It delivers a simple and concise introduction for managers and business people.
The focus is very much on practical application, and how to work with technical specialists (data scientists) to maximise the benefits of these technologies.
Even small organizations can create and execute meaningful strategic plans. Creating a well-defined strategy is hard work and not for everyone, as it requires us to begin to say "no" to stuff we usually say "yes" to. You are hereby invited by facilitator Ed Kless, to open a dialogue about how best to go about creating a strategy for your small business organization.
The presentation on " power of setting Goals" was delivered as National Seminar organized by Department of ECE, Integral University, WIE, IEEE student Chapter Integral university, Lucknow India on 27 Aug 2016
When recommendation systems go bad - machine eatableEvan Estola
Latest version of my talk on ethics in Machine Learning and Recommendation Systems, given at Microsoft's Machine Eatable series at Civic Hall on 3/31/17
Using viral principles you can create content that is inherently more shareable and likely to go viral.
Presented at the Civil Service College Singapore
Troubleshooting Recruiting: How To Recruit More Women Into Your WorkforceAggregage
In this session, Jeanette Leeds, Talent Acquisition Expert, Business Leader, and Tech Entrepreneur will teach you about the latest talent acquisition solutions to support your gender-diversity hiring journey.
Stop Building Useless Software: Empathy MappingDiane Zajac
If you want to stop building useless software, then you have to start understanding your customers. Unfortunately, there’s no magic trick for reading their minds. But there is a simple technique that can help you gain insights and build empathy for them.
Empathy mapping is a simple activity for your team, stakeholders and anyone else who is responsible for delivering products and services. It allows you to collectively explore what your customers see, hear, say & do, as well as consider what they think and feel. This leads to insights about their pain and potential wants which are the keys to building more useful software.
In this session, Diane guides you through building an empathy map, showing you how to use silent brainstorming to encourage everyone to contribute. You will see, first-hand, how easy it is to work collaboratively to create a shared understanding of the customer. And that is the first step to start building software that customers find useful.
Remembering marketing principles for workIsman Tanuri
Using marketing principles to get ahead at work , to consider other alternatives and perspectives in life. But most importantly, to understand people around you better.
Best Practices at Direct Actions #AMC2015 #ouridentitywork @mfgink
This presentation was a way of beginning a conversation around how the terminology for access, accessibility, and disabled are lacking. While addressing folding stereotypical best practices and some additional ones into direct action planning and execution, we discussed how this could better conform to not only people marginalized by disability, but to broaden the impact to benefit all participants.
Buzz Marketing Group talked to hundreds of Millennials to find out how they are approaching today's unique job market... we gained some great insights!
Strategizing a Business Plan for an Entrepreneurial Community revolved around the growth of Entrepreneurial culture and Startup Mentoring & Incubation.
Presentation of Research Paper SENTIMENT ANALYSIS ON INTERVIEW TRANSCRIPTS: A...Manojkumar Parmar
SEVENTH SYMPOSIUM ON NATURAL LANGUAGE PROCESSING (NLP’18) – REGULAR PAPER; PAPER ID: #1570466928
SEPTEMBER 19, 2018 @ ICACCI’18 TRACK 02 ; PESIT (SOUTH CAMPUS) BANGALORE, INDIA
----------
Abstract:
One-on-one interviews and the analysis of their transcripts is the most common way researchers get into depth to obtain detailed insights. These insights are highly subjective and lack objectivity. We demonstrate in this paper a method and a use case to bring objectivity to this analysis. We present the use of NLP to generate sentiment analysis and perform various quantitative techniques. This analysis is useful in deriving insights by finding patterns and building a simple linear model to explain the variation in sentiment pattern. We also present a view about the usage of this technique for the effective and optimal time usage by researchers to learn maximum from outlier interviews.
As artificial intelligence (AI) continues to advance and become more integrated into our daily lives, it has become increasingly important to consider the ethical implications of this technology. AI has the potential to transform many industries and improve our lives in numerous ways, but it also raises important ethical questions.
In this presentation, the ethical concerns surrounding AI are explored and discussed, with a focus on the need for ethical guidelines to be developed for AI development and use. We will examine issues such as privacy, bias, transparency, accountability, and the impact on jobs and society as a whole.
Through this exploration, we will consider the various perspectives on these issues and weigh the benefits and drawbacks of different ethical approaches to AI. We will also examine some of the current efforts being made to address these concerns, including the development of ethical frameworks and best practices.
The most important goal of this presentation is to disseminate a deeper understanding of the ethical considerations surrounding AI and the need for ethical guidelines to ensure that this technology is developed and used in a way that benefits all of us while respecting our values and principles.
Even small organizations can create and execute meaningful strategic plans. Creating a well-defined strategy is hard work and not for everyone, as it requires us to begin to say "no" to stuff we usually say "yes" to. You are hereby invited by facilitator Ed Kless, to open a dialogue about how best to go about creating a strategy for your small business organization.
The presentation on " power of setting Goals" was delivered as National Seminar organized by Department of ECE, Integral University, WIE, IEEE student Chapter Integral university, Lucknow India on 27 Aug 2016
When recommendation systems go bad - machine eatableEvan Estola
Latest version of my talk on ethics in Machine Learning and Recommendation Systems, given at Microsoft's Machine Eatable series at Civic Hall on 3/31/17
Using viral principles you can create content that is inherently more shareable and likely to go viral.
Presented at the Civil Service College Singapore
Troubleshooting Recruiting: How To Recruit More Women Into Your WorkforceAggregage
In this session, Jeanette Leeds, Talent Acquisition Expert, Business Leader, and Tech Entrepreneur will teach you about the latest talent acquisition solutions to support your gender-diversity hiring journey.
Stop Building Useless Software: Empathy MappingDiane Zajac
If you want to stop building useless software, then you have to start understanding your customers. Unfortunately, there’s no magic trick for reading their minds. But there is a simple technique that can help you gain insights and build empathy for them.
Empathy mapping is a simple activity for your team, stakeholders and anyone else who is responsible for delivering products and services. It allows you to collectively explore what your customers see, hear, say & do, as well as consider what they think and feel. This leads to insights about their pain and potential wants which are the keys to building more useful software.
In this session, Diane guides you through building an empathy map, showing you how to use silent brainstorming to encourage everyone to contribute. You will see, first-hand, how easy it is to work collaboratively to create a shared understanding of the customer. And that is the first step to start building software that customers find useful.
Remembering marketing principles for workIsman Tanuri
Using marketing principles to get ahead at work , to consider other alternatives and perspectives in life. But most importantly, to understand people around you better.
Best Practices at Direct Actions #AMC2015 #ouridentitywork @mfgink
This presentation was a way of beginning a conversation around how the terminology for access, accessibility, and disabled are lacking. While addressing folding stereotypical best practices and some additional ones into direct action planning and execution, we discussed how this could better conform to not only people marginalized by disability, but to broaden the impact to benefit all participants.
Buzz Marketing Group talked to hundreds of Millennials to find out how they are approaching today's unique job market... we gained some great insights!
Strategizing a Business Plan for an Entrepreneurial Community revolved around the growth of Entrepreneurial culture and Startup Mentoring & Incubation.
Presentation of Research Paper SENTIMENT ANALYSIS ON INTERVIEW TRANSCRIPTS: A...Manojkumar Parmar
SEVENTH SYMPOSIUM ON NATURAL LANGUAGE PROCESSING (NLP’18) – REGULAR PAPER; PAPER ID: #1570466928
SEPTEMBER 19, 2018 @ ICACCI’18 TRACK 02 ; PESIT (SOUTH CAMPUS) BANGALORE, INDIA
----------
Abstract:
One-on-one interviews and the analysis of their transcripts is the most common way researchers get into depth to obtain detailed insights. These insights are highly subjective and lack objectivity. We demonstrate in this paper a method and a use case to bring objectivity to this analysis. We present the use of NLP to generate sentiment analysis and perform various quantitative techniques. This analysis is useful in deriving insights by finding patterns and building a simple linear model to explain the variation in sentiment pattern. We also present a view about the usage of this technique for the effective and optimal time usage by researchers to learn maximum from outlier interviews.
As artificial intelligence (AI) continues to advance and become more integrated into our daily lives, it has become increasingly important to consider the ethical implications of this technology. AI has the potential to transform many industries and improve our lives in numerous ways, but it also raises important ethical questions.
In this presentation, the ethical concerns surrounding AI are explored and discussed, with a focus on the need for ethical guidelines to be developed for AI development and use. We will examine issues such as privacy, bias, transparency, accountability, and the impact on jobs and society as a whole.
Through this exploration, we will consider the various perspectives on these issues and weigh the benefits and drawbacks of different ethical approaches to AI. We will also examine some of the current efforts being made to address these concerns, including the development of ethical frameworks and best practices.
The most important goal of this presentation is to disseminate a deeper understanding of the ethical considerations surrounding AI and the need for ethical guidelines to ensure that this technology is developed and used in a way that benefits all of us while respecting our values and principles.
About
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Technical Specifications
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
Key Features
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface
• Compatible with MAFI CCR system
• Copatiable with IDM8000 CCR
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
Application
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
CW RADAR, FMCW RADAR, FMCW ALTIMETER, AND THEIR PARAMETERSveerababupersonal22
It consists of cw radar and fmcw radar ,range measurement,if amplifier and fmcw altimeterThe CW radar operates using continuous wave transmission, while the FMCW radar employs frequency-modulated continuous wave technology. Range measurement is a crucial aspect of radar systems, providing information about the distance to a target. The IF amplifier plays a key role in signal processing, amplifying intermediate frequency signals for further analysis. The FMCW altimeter utilizes frequency-modulated continuous wave technology to accurately measure altitude above a reference point.
We have compiled the most important slides from each speaker's presentation. This year’s compilation, available for free, captures the key insights and contributions shared during the DfMAy 2024 conference.
1. Fairness in Machine
Learning
Charmi Chokshi
ML Engineer | GDE for ML
@CharmiChokshi
Sharmistha Chatterjee
Author | Speaker | GDE for ML
@sharmichat82
19. AI has undoubtedly improved productivity
and eased operations in almost every
domain it touched. While at the same time
we can not ignore that AI is completely a
data and human-led machine.
20. How bias in AI systems affect
various domains
● AI bias in Healthcare
● AI bias in Hiring
● AI bias in Finance
● AI bias in Law
● AI bias in Education
● AI bias in Fashion
21. How bias in AI systems affect
various domains
● AI bias in Healthcare
● AI bias in Hiring
● AI bias in Finance
● AI bias in Law
● AI bias in Education
● AI bias in Fashion
22. How bias in AI systems affect
various domains
● AI bias in Healthcare
● AI bias in Hiring
● AI bias in Finance
● AI bias in Law
● AI bias in Education
● AI bias in Fashion
23. How bias in AI systems affect
various domains
● AI bias in Healthcare
● AI bias in Hiring
● AI bias in Finance
● AI bias in Law
● AI bias in Education
● AI bias in Fashion
24. How bias in AI systems affect
various domains
● AI bias in Healthcare
● AI bias in Hiring
● AI bias in Finance
● AI bias in Law
● AI bias in Education
● AI bias in Fashion
25. How bias in AI systems affect
various domains
● AI bias in Healthcare
● AI bias in Hiring
● AI bias in Finance
● AI bias in Law
● AI bias in Education
● AI bias in Fashion
29. Fairness Problem
Fairer Equitable ML Model across Sensitive Topic Groups
● Dataset - Jigsaw Unintended Bias in Toxicity Classification
● Training, Validation and Test Data set - 902437, 451218, 451218
● Identify small proportion of Sensitive Topics using Fairer Models
● Sensitive topics related to gender, sexuality, religion, race, mental
health, physical health and economic condition
30. TensorFlow Constrained Optimization
Optimization Techniques
ProxyLagrangianOptimizer with
●Constraints on False Positives
●Constraints on False Positives and
False Negatives
●Non-convex and Non-Differentiable
Constraints
Limitation - No support for multi-class