The document is a slide presentation on Business Analytics with R from Edureka. It discusses:
- The objectives of learning R and an overview of machine learning concepts like supervised vs. unsupervised learning.
- How R is used widely in various domains and companies for tasks like data analysis, visualization, and predictive modeling.
- An introduction to clustering and k-means clustering algorithms along with examples.
- How to implement k-means clustering in R and evaluate the results.
- The course topics that will be covered related to data manipulation, visualization, regression, and data mining techniques in R.
Basic introduction to "R", a free and open source statistical programming language designed to help users analyze data sets by creating scripts to increase automation. The program can also be used as a free substitute for Microsoft Excel.
Very brief introduction to R software that I have presented at UNISZA. No R codes and No Statistical Contents. Basically for those who just heard about R software for the first time
Basic introduction to "R", a free and open source statistical programming language designed to help users analyze data sets by creating scripts to increase automation. The program can also be used as a free substitute for Microsoft Excel.
Very brief introduction to R software that I have presented at UNISZA. No R codes and No Statistical Contents. Basically for those who just heard about R software for the first time
A presentation on the history, design, and use of R. The talk will focus on companies that use and support R, use cases, where it is going, competitors, advantages and disadvantages, and resources to learn more about R. Speaker Bio
Joseph Kambourakis has been the Lead Data Science Instructor at EMC for over two years. He has taught in eight countries and been interviewed by Japanese and Saudi Arabian media about his expertise in Data Science. He holds a Bachelors in Electrical and Computer Engineering from Worcester Polytechnic Institute and an MBA from Bentley University with a concentration in Business Analytics.
R is a programming language and software environment for statistical analysis, graphics representation and reporting. Are You Interested to Learning R Programming in Best Institute Join Besant Technologies in Bangalore.
This is an introduction by Ram of Dawn Analytics. This was presented in a Meetup group at meetup.com/
File can be found at
Free Intro to R statistic programming with complete download of Microsoft Powerpoint and accompanying R script files #rstats #free
Files can be downloaded at
http://quantlabs.net/blog/2012/11/free-intro-to-r-statistic-programming-with-complete-download-of-microsoft-powerpoint-and-accompanying-r-script-files-rstats-free/
'Business Analytics with 'R' at Edureka will prepare you to perform analytics and build models for real world data science problems. It is the world’s most powerful programming language for statistical computing and graphics making it a must know language for the aspiring Data Scientists. 'R' wins strongly on Statistical Capability, Graphical capability, Cost and rich set of packages.
A presentation on the history, design, and use of R. The talk will focus on companies that use and support R, use cases, where it is going, competitors, advantages and disadvantages, and resources to learn more about R. Speaker Bio
Joseph Kambourakis has been the Lead Data Science Instructor at EMC for over two years. He has taught in eight countries and been interviewed by Japanese and Saudi Arabian media about his expertise in Data Science. He holds a Bachelors in Electrical and Computer Engineering from Worcester Polytechnic Institute and an MBA from Bentley University with a concentration in Business Analytics.
R is a programming language and software environment for statistical analysis, graphics representation and reporting. Are You Interested to Learning R Programming in Best Institute Join Besant Technologies in Bangalore.
This is an introduction by Ram of Dawn Analytics. This was presented in a Meetup group at meetup.com/
File can be found at
Free Intro to R statistic programming with complete download of Microsoft Powerpoint and accompanying R script files #rstats #free
Files can be downloaded at
http://quantlabs.net/blog/2012/11/free-intro-to-r-statistic-programming-with-complete-download-of-microsoft-powerpoint-and-accompanying-r-script-files-rstats-free/
'Business Analytics with 'R' at Edureka will prepare you to perform analytics and build models for real world data science problems. It is the world’s most powerful programming language for statistical computing and graphics making it a must know language for the aspiring Data Scientists. 'R' wins strongly on Statistical Capability, Graphical capability, Cost and rich set of packages.
Business Analytics with 'R' at Edureka will prepare you to perform analytics and build models for real world data science problems. It is the world’s most powerful programming language for statistical computing and graphics making it a must know language for the aspiring Data Scientists. 'R' wins strongly on Statistical Capability, Graphical capability, Cost and rich set of packages. The following blog will help you understand the significance of R Analytics training:
www.edureka.co/blog/r-training-first-step-to-become-a-data-scientist/
Data Science : Make Smarter Business DecisionsEdureka!
Data Science training certifies you with ‘in demand’ Big Data Technologies to help you grab the top paying Data Science job title with Big Data skills and expertise in R programming, Machine Learning and Hadoop framework. A Data Scientist deals with all the phases of data life cycle ranging from Data Acquisition and Data Storage using R-Hadoop concepts, applying modelling through R programming using Machine learning algorithms and illustrate impeccable Data Visualization by leveraging on 'R' capabilities.
Application of Clustering in Data Science using Real-life Examples Edureka!
Clustering data into subsets is an important task for many data science applications. It is considered as one of the most important unsupervised learning technique. Keeping this in mind, we have come with a free webinar ‘Application of Cluster in Data Science using Real-life examples.’
'Business Analytics with 'R' at Edureka will prepare you to perform analytics and build models for real world data science problems. It is the world’s most powerful programming language for statistical computing and graphics making it a must know language for the aspiring Data Scientists. 'R' wins strongly on Statistical Capability, Graphical capability, Cost and rich set of packages.
Data Science training certifies you with ‘in demand’ Big Data Technologies to help you grab the top paying Data Science job title with Big Data skills and expertise in R programming, Machine Learning and Hadoop framework.
Data Science For Beginners | Who Is A Data Scientist? | Data Science Tutorial...Edureka!
** Data Science Certification using R: https://www.edureka.co/data-science **
This Edureka "Data Science for Beginners" PPT talks about the basic concepts of Data Science, which includes machine learning algorithms as well as the roles & responsibilities of a Data Scientist. It also includes a demo using R Studio, that attempts to make sense of all the Data generated in the real world. This PPT talks about the most crucial aspects of data science and covers the following topics:
Why Data Science?
What is Data Science?
Who is a Data Scientist?
What does a Data Scientist do?
How to solve a problem in Data Science?
Data Science Tools
Demo
Check out our Data Science Tutorial blog series: http://bit.ly/data-science-blogs
Check out our complete YouTube playlist here: http://bit.ly/data-science-playlist
Follow us to never miss an update in the future.
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
My talk about using Rattle for R in Data Mining . Includes
- Introduction to Data Mining
- The Data Mining Process
- Introduction to Rattle, RStudio and R
Slides for a talk given at "The Conference Formerly Known as Conversion Hotel" in November 2019. Covers what data science is, what data scientists do, and how you can start learning data science skills.
R Training | R Programming Language For Beginners | R Programming Training | ...Edureka!
This Edureka R Training tutorial (R Tutorial Blog: https://goo.gl/mia382) will help you in understanding the need of analytics and fundamentals of R with examples. Below are the topics covered in this tutorial:
1. Why do we need Analytics?
2. What is Business Analytics?
3. Why R?
4. Who uses R?
5. Demo in R
Similar to Webinar : Introduction to R Programming and Machine Learning (20)
What to learn during the 21 days Lockdown | EdurekaEdureka!
Register Here: https://resources.edureka.co/21-days-learning-plan-webinar/
In light of the complete national lockdown for 21 days, we invite you to join a FREE webinar by renowned Mentor and Advisor, Nitin Gupta as he helps you create a 21-day learning gameplan to maximize returns for your career.
The webinar will help freshers and experienced professionals to capitalize on these 21 days and figure out the best technologies to learn while confined to home.
You will also get all your questions and doubts resolved in real-time.
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
Meetup: https://www.meetup.com/edureka/
Top 10 Dying Programming Languages in 2020 | EdurekaEdureka!
YouTube Link: https://youtu.be/LSM7hD6GM4M
Get Edureka Certified in Trending Programming Languages: https://www.edureka.co
In this highly competitive IT industry, everyone wants to learn programming languages that will keep them ahead of the game. But knowing what to learn so you gain the most out of your knowledge is a whole other ball game. So, we at Edureka have prepared a list of Top 10 Dying Programming Languages 2020 that will help you to make the right choice for your career. Meanwhile, if you ever wondered about which languages are slated for continuing uptake and possible greatness, we have a list for that, too.
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
Top 5 Trending Business Intelligence Tools | EdurekaEdureka!
YouTube Link: https://youtu.be/eEwq_mPd1iI
Edureka BI Certification Training Courses: https://www.edureka.co/bi-and-visualization-certification-courses
Receiving insights and finding trends is absolutely critical for businesses to scale and adapt as the years go on. This is exactly what business intelligence does and the best thing about these software solutions is that their potential uses are practically unlimited.
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
Tableau Tutorial for Data Science | EdurekaEdureka!
YouTube Link:https://youtu.be/ZHNdSKMluI0
Edureka Tableau Certification Training: https://www.edureka.co/tableau-certification-training
This Edureka's PPT on "Tableau for Data Science" will help you to utilize Tableau as a tool for Data Science, not only for engagement but also comprehension efficiency. Through this PPT, you will learn to gain the maximum amount of insight with the least amount of effort.
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
YouTube Link:https://youtu.be/CVv8zhYEjUE
Edureka Python Certification Training: https://www.edureka.co/data-science-python-certification-course
This Edureka PPT on 'Python Programming' will help you learn Python programming basics with the help of interesting hands-on implementations.
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
YouTube Link:https://youtu.be/LvgqSMlIXFs
Get Edureka Certified in Trending Project Management Certifications: https://www.edureka.co/project-management-and-methodologies-certification-courses
Whether you want to scale up your career or are trying to switch your career path, Project Management Certifications seems to be a perfect choice in either case. So, we at Edureka have prepared a list of Top 5 Project Management Certifications that you must check out in 2020 for a major career boost.
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
Top Maven Interview Questions in 2020 | EdurekaEdureka!
YouTube Link: https://youtu.be/5iTcAR4fScM
**DevOps Certification Courses - https://www.edureka.co/devops-certification-training***
This video on 'Maven Interview Questions' discusses the most frequently asked Maven Interview Questions. This PPT will help give you a detailed explanation of the topics which will help you in acing the interviews.
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
YouTube Link: https://youtu.be/xHUiYEIcY_I
** Linux Administration Certification Training - https://www.edureka.co/linux-admin **
Linux Mint is the first operating system that people from Windows or Mac are drawn towards when they have to switch to Linux in their work environment. Linux Mint has been around since the year 2006 and has grown and matured into a very user-friendly OS. Do watch the PPT till the very end to see all the demonstrations.
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
How to Deploy Java Web App in AWS| EdurekaEdureka!
YouTube Link:https://youtu.be/Ozc5Yu_IcaI
** Edureka AWS Architect Certification Training - https://www.edureka.co/aws-certification-training**
This Edureka PPT shows how to deploy a java web application in AWS using AWS Elastic Beanstalk. It also describes the advantages of using AWS for this purpose.
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
YouTube Link:https://youtu.be/phPCkkWT76k
*** Edureka Digital Marketing Course: https://www.edureka.co/post-graduate/digital-marketing-certification***
This Edureka PPT on "Top 10 Reasons to Learn Digital Marketing" will help you understand why you should take up Digital Marketing
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
YouTube Link: https://youtu.be/R132INtDg9k
** RPA Training: https://www.edureka.co/robotic-process-automation-training**
This PPT on RPA in 2020 will provide a glimpse of the accomplishments and benefits provided by RPA. Also, it will list out the new changes and technologies that will collaborate with RPA in 2020.
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
YouTube Link: https://youtu.be/mb8WOHejlT8
**DevOps Certification Courses - https://www.edureka.co/devops-certification-training **
This PPT shows how to configure Jenkins to receive email notifications. It also includes a demo that shows how to do it in 6 simple steps in the Windows machine.
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
EA Algorithm in Machine Learning | EdurekaEdureka!
YouTube Link: https://youtu.be/DIADjJXrgps
** Machine Learning Certification Training: https://www.edureka.co/machine-learning-certification-training **
This Edureka PPT on 'EM Algorithm In Machine Learning' covers the EM algorithm along with the problem of latent variables in maximum likelihood and Gaussian mixture model.
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
YouTube Link: https://youtu.be/Zsl7ttA9Kcg
PGP in AI and Machine Learning (9 Months Online Program): https://www.edureka.co/post-graduate/machine-learning-and-ai
This Edureka PPT on "Cognitive AI" explains cognitive computing and how it helps in making better human decisions at work. Also, it explains the differences between cognitive computing and artificial intelligence.
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
YouTube Link: https://youtu.be/0djPrlaxx_U
Edureka AWS Architect Certification Training - https://www.edureka.co/aws-certification-training
This Edureka PPT on AWS Cloud Practitioner will provide a complete guide to your AWS Cloud Practitioner Certification exam. It will explain the exam details, objectives, why you should get certified and also how AWS certification will help your career.
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
Blue Prism Top Interview Questions | EdurekaEdureka!
YouTube Link: https://youtu.be/ykbRdUNIbyQ
** RPA Training: https://www.edureka.co/robotic-process-automation-certification-courses**
This PPT on Blue Prism Interview Questions will cover the Top 50 Blue Prism related questions asked in your interviews.
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
YouTube Link: https://youtu.be/ge4qhkl9uKg
AWS Architect Certification Training: https://www.edureka.co/aws-certification-training
This PPT will help you in understanding how AWS deals smartly with Big Data. It also shows how AWS can solve Big Data challenges with ease.
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
A star algorithm | A* Algorithm in Artificial Intelligence | EdurekaEdureka!
YouTube Link: https://youtu.be/amlkE0g-YFU
** Artificial Intelligence and Deep Learning: https://www.edureka.co/ai-deep-learni... **
This Edureka PPT on 'A Star Algorithm' teaches you all about the A star Algorithm, the uses, advantages and disadvantages and much more. It also shows you how the algorithm can be implemented practically and has a comparison between the Dijkstra and itself.
Check out our playlist for more videos: http://bit.ly/2taym8X
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
Kubernetes Installation on Ubuntu | EdurekaEdureka!
YouTube Link: https://youtu.be/UWg3ORRRF60
Kubernetes Certification: https://www.edureka.co/kubernetes-certification
This Edureka PPT will help you set up a Kubernetes cluster having 1 master and 1 node. The detailed step by step instructions is demonstrated in this PPT.
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
YouTube Link: https://youtu.be/GJQ36pIYbic
DevOps Training: https://www.edureka.co/devops-certification-training
This Edureka DevOps Tutorial for Beginners talks about What is DevOps and how it works. You will learn about several DevOps tools (Git, Jenkins, Docker, Puppet, Ansible, Nagios) involved at different DevOps stages such as version control, continuous integration, continuous delivery, continuous deployment, continuous monitoring.
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
"Impact of front-end architecture on development cost", Viktor TurskyiFwdays
I have heard many times that architecture is not important for the front-end. Also, many times I have seen how developers implement features on the front-end just following the standard rules for a framework and think that this is enough to successfully launch the project, and then the project fails. How to prevent this and what approach to choose? I have launched dozens of complex projects and during the talk we will analyze which approaches have worked for me and which have not.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on the notifications, alerts, and approval requests using Slack for Bonterra Impact Management. The solutions covered in this webinar can also be deployed for Microsoft Teams.
Interested in deploying notification automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Webinar : Introduction to R Programming and Machine Learning
1. www.edureka.co/r-for-analytics
View Business Analytics with R course details at www.edureka.co/r-for-analytics
Business Analytics with R
Introduction to R Programming and Machine
Learning
For Queries:
Post on Twitter @edurekaIN: #askEdureka
Post on Facebook /edurekaIN
For more details please contact us:
US : 1800 275 9730 (toll free)
INDIA : +91 88808 62004
Email Us : sales@edureka.co
2. www.edureka.co/r-for-analyticsSlide 2 Twitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
Objectives
What is R
Domains and companies in which R is used
Characteristics of R
Get an overview of Machine Learning
Understand the difference between Supervised and Unsupervised Learning
Learn Clustering and K-means Clustering
Implement K-means clustering in R
Google Trends for R
At the end of this session, you will be able to
3. Slide 3Slide 3 www.edureka.co/r-for-analyticsTwitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
Business Analytics
Why Business Analytics is getting popular these days ?
Cost of storing data Cost of processing data
4. Slide 4Slide 4 www.edureka.co/r-for-analyticsTwitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
Business Analytics
“Study of business data using statistical techniques and programming for creating decision support
and insights for achieving business goals”.
Business analytics is used to evaluate organization-wide operations, and can be implemented in any
department from sales to product development to customer service.
Business analytics solutions typically use statistical and quantitative analysis and fact-based data to
measure past performance to guide an organization's business planning.
Definition
Who creates it? How?
Who uses it? How?
5. Slide 5Slide 5 www.edureka.co/r-for-analyticsTwitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
Who Uses R : Domains
Telecom
Pharmaceuticals
Financial Services
Life Sciences
Education, etc
6. Slide 6Slide 6 www.edureka.co/r-for-analyticsTwitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
Who Uses R : Companies
Consumer Financial Protection Bureau
The Consumer Financial Protection Bureau uses R for data analysis
Mozilla
Mozilla, the foundation responsible for the Firefox web browser, uses R to visualize Web
activity
Bank of America
Bank of America uses R for reporting
Foursquare
R is part of technology stack behind Foursquare’s famed recommendation engine
ANZ Bank
ANZ, the fourth largest bank in Australia, using R for credit risk analysis
Google
Google uses R to predict Economic Activity
7. Slide 7Slide 7 www.edureka.co/r-for-analyticsTwitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
Who Uses R : Companies
Corporate Clients of R
http://www.revolutionanalytics.com/aboutus/our-customers.php
8. Slide 8Slide 8 www.edureka.co/r-for-analyticsTwitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
R : Characteristics
R is open source and free.
R has lots of packages and multiple ways of doing the same thing.
By default stores memory in RAM.
R has the most advanced graphics. You need much better programming skills.
R has GUI to help make learning easier.
Customization needs command line.
R can connect to many database and data types.
“The great beauty of R is that you can modify it to do all sorts of things,” said Hal Varian, chief economist at
Google. “And you have a lot of pre-packaged stuff that’s already available, so you’re standing on the shoulders of
giants.”
9. Slide 9Slide 9 www.edureka.co/r-for-analyticsTwitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
What is R : Data Analysis Software
Data Scientists, Statisticians, Analysts, Quants, and
others who need to make sense of data use R for
statistical analysis, data visualization, and
predictive modelling.
Rexer Analytics’s Annual Data Miner Survey is the
largest survey of data mining, data science, and
analytics professionals in the industry.
It has concluded that R's popularity has increased
substantially in recent years.
R is Data Analysis Software
10. Slide 10Slide 10 www.edureka.co/r-for-analyticsTwitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
What is R : Programming Language
You do data analysis in R by writing scripts and functions
in the R programming language.
R has also quickly found the following because
statisticians, engineers and scientists without computer
programming skills find it easy to use.
Do not get intimated by the
term ‘Programming Language’,
the concepts from the very
basic will be taught during the
course.
R is Programming Language
11. Slide 11Slide 11 www.edureka.co/r-for-analyticsTwitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
What is R : Environment for Statistical Analysis
R language consists of functions for almost every
data manipulation, statistical model, or chart that a
data analyst could ever need.
For statisticians, however, R is particularly useful
because it contains a number of built-in mechanisms
for organizing data, running calculations on the
information and creating graphical representations of
data sets.
R is Environment for Statistical Analysis
12. Slide 12Slide 12 www.edureka.co/r-for-analyticsTwitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
Basics Of R - Command Line
Basics of R - Command Line
13. www.edureka.co/r-for-analyticsSlide 13 Twitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
Machine Learning Categories
Types of Learning
Supervised
Learning
Unsupervised
Learning
Inferring a function
from labelled
training data.
Trying to find hidden
structure in
unlabelled data.
14. www.edureka.co/r-for-analyticsSlide 14 Twitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
Machine Learning Categories
What category do the applications below fall into?
Supervised Learning Supervised Learning
Unsupervised Learning Unsupervised Learning
15. www.edureka.co/r-for-analyticsSlide 15 Twitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
Common Machine Learning Algorithms
Types of Learning
Supervised Learning
Unsupervised Learning
Algorithms
Naïve Bayes
Support Vector Machines
Random Forests
Decision Trees
Algorithms
K-means
Fuzzy Clustering
Hierarchical Clustering
17. www.edureka.co/r-for-analyticsSlide 17 Twitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
Clustering: Scenarios
The following scenarios implement Clustering:
A telephone company needs to establish its network by putting its towers in a particular region it has acquired.
The location of putting these towers can be found by clustering algorithm so that all its users receive optimum
signal strength.
The Miami DEA wants to make its law enforcement more stringent and hence have decided to make their patrol
vans stationed across the area so that the areas of high crime rates are in vicinity to the patrol vans.
A Hospital Care chain wants to open a series of Emergency-Care wards, keeping in mind the factor of maximum
accident prone areas in a region.
18. www.edureka.co/r-for-analyticsSlide 18 Twitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
Some More Use-Cases of Clustering
Organizing data into clusters shows internal structure of the data
Ex. Clusty and clustering genes
Sometimes the partitioning is the goal
Ex. Market segmentation
Prepare for other AI techniques
Ex. Summarize news (cluster and then find centroid)
Discovery in data
Ex. Underlying rules, reoccurring patterns, topics, etc.
19. www.edureka.co/r-for-analyticsSlide 19 Twitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
What is Clustering?
Organizing data into clusters such that there is:
High intra-cluster similarity
Low inter-cluster similarity
Informally, finding natural groupings among objects
http://en.wikipedia.org/wiki/Cluster_analysis
21. www.edureka.co/r-for-analyticsSlide 21 Twitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
K-Means Clustering
The process by which objects are classified into
a number of groups so that they are as much
dissimilar as possible from one group to another
group, but as much similar as possible within
each group.
The objects in group 1 should be as similar as
possible.
But there should be much difference between an
object in group 1 and group 2.
The attributes of the objects are allowed to
determine which objects should be grouped
together.
Total population
Group 1
Group 2 Group 3
Group 4
23. www.edureka.co/r-for-analyticsSlide 23 Twitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
Let us suppose the following points are the delivery locations for Pizza.
K-Means: Pizza Hut Clustering Example
24. www.edureka.co/r-for-analyticsSlide 24 Twitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
Lets locate three cluster centres randomly
C1
C3
C2
K-Means: Pizza Hut Clustering Example
25. www.edureka.co/r-for-analyticsSlide 25 Twitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
Find the distance of the points as shown.
C1
C3
C2
K-Means: Pizza Hut Clustering Example
26. www.edureka.co/r-for-analyticsSlide 26 Twitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
Assign the points to the nearest cluster centres based on the distance between each centre and the points.
C1
C2
C3
K-Means: Pizza Hut Clustering Example
27. www.edureka.co/r-for-analyticsSlide 27 Twitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
Re-assign the cluster centres and locate nearest points.
C1
C2
C3
K-Means: Pizza Hut Clustering Example
28. www.edureka.co/r-for-analyticsSlide 28 Twitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
Re-assign the cluster centres and locate nearest points, calculate the distance.
C1
C2
C3
K-Means: Pizza Hut Clustering Example
30. www.edureka.co/r-for-analyticsSlide 30 Twitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
ObjectiveFunctionValue
i.e.,Distortion
Elbow method
The value of k should be such that even if we increase the value of k from here on, the distortion remains constant. This
is the ideal value of k, for the clusters created.
The Elbow Curve
31. www.edureka.co/r-for-analyticsSlide 31 Twitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
Now let us consider the another scenario of clustering :
The data from “Google page rank”.
Notice, that the data given here are sentences and not vectors.
Can we apply K-means clustering to it?
We will take a deep dive into TF-IDF in module 3 of the course.
Let’s look at the Another Scenario
For analyzing this type of data we use “TF-IDF algorithm” which converts these attributes to vectors.
32. Slide 32Slide 32 www.edureka.co/r-for-analyticsTwitter @edurekaIN, Facebook /edurekaIN, use #AskEdureka for Questions
“R has really become the second
language for people coming out of
grad school now, and there’s an
amazing amount of code being
written for it,” said
Max Kuhn,
Associate Director of Nonclinical
Statistics at Pfizer.
Comparing R and others
“You can look on the SAS
message boards and see there
is a proportional downturn in
traffic.”
Google Trends in R
34. Slide 34 www.edureka.co/r-for-analytics
Module 1
» Introduction to Business Analytics
Module 2
» Introduction to R Programming
Module 3
» Data Manipulation in R
Module 4
» Data Import Techniques in R
Module 5
» Exploratory Data Analysis
Module 6
» Data Visualization in R
Course Topics
Module 7
» Data mining: Clustering Techniques
Module 8
» Data Mining: Association rule mining and
Sentiment analysis
Module 9
» Linear and Logistic Regression
Module 10
» Annova and Predictive Analysis
Module 11
» Data Mining: Decision Trees and Random forest
Module 12
» Final Project Business Analytics with R class –
Census Data