Introduction to JavaScript course. The course was updated in 2014-15.
Will allow you to understand what is JavaScript, what's it history and how you can use it.
The set of slides "Introduction to jQuery" is a follow up - which would allow the reader to have a basic understanding across JavaScript and jQuery.
This PPT is about my best friends, HTML, CSS and JS. Here I am just talk/show few features of them. all three combined make our web site more powerful in this WWW world.
Introduction to JavaScript course. The course was updated in 2014-15.
Will allow you to understand what is JavaScript, what's it history and how you can use it.
The set of slides "Introduction to jQuery" is a follow up - which would allow the reader to have a basic understanding across JavaScript and jQuery.
This PPT is about my best friends, HTML, CSS and JS. Here I am just talk/show few features of them. all three combined make our web site more powerful in this WWW world.
This reference is intended to help those familiar with the Bootstrap 3 CSS framework to quickly see how to write the classes properly. For a clickable index please visit:
https://bootstrapcreative.com/resources/bootstrap-3-css-classes-index/
Python Functions Tutorial | Working With Functions In Python | Python Trainin...Edureka!
** Python Certification Training: https://www.edureka.co/python **
This Edureka PPT on Python Functions tutorial covers all the important aspects of functions in Python right from the introduction to what functions are, all the way till checking out the major functions and using the code-first approach to understand them better.
Agenda
Why use Functions?
What are the Functions?
Types of Python Functions
Built-in Functions in Python
User-defined Functions in Python
Python Lambda Function
Conclusion
Python Tutorial Playlist: https://goo.gl/WsBpKe
Blog Series: http://bit.ly/2sqmP4s
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YouTube Link: https://youtu.be/Ia0FSogTRaw
** Full Stack Web Development Training: https://www.edureka.co/masters-program/full-stack-developer-training **
This Edureka PPT on What is JavaScript explains all the fundamentals of JavaScript with examples. It also explains various features and applications of JavaScript in the following sequence:
Origin of JavaScript
What is JavaScript?
What can JavaScript do?
JavaScript Frameworks
HTML vs CSS vs JavaScript
Benefits of JavaScript
JavaScript Fundamentals
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There are several JavaScript libraries available in the world of web programming. And, as the usage and complexity is increasing day by day, sometimes it becomes very difficult and confusing to understand and create modules using those libraries, especially for those having strong background of Object Oriented Languages.
So this one hour session will make an effort to go into the very basics of JavaScript and put a base for writing modular JavaScript code.
Mieux Filtrer ses listes WordPress avec Ajax et WP_QuerySymetris
À travers des exemples concrets, nous illustrerons comment l’usage d’AJAX, de JSON et de WP_query peuvent améliorer la gestion et le filtrage (ex: multiples catégories) de listes d’information dynamiques dans un environnement WordPress.
Préalables: Bonne connaissance du HTML, du PHP et du Javascript. Idéalement une connaissance de AJAX. Comprendre le code généré par WordPress (“the loop”). Compréhension des “custom post type”.
Note: Cette conférence s’adresse principalement à des personnes avec des connaissances en programmation.
about this presentation:
1) this presentation was a quickie for non-tech employees, who wanted a basic understanding of html/css, as it related to a white-label SAAS product;
2) the back-end/front-end definitions relate to the specific application (it's inaccurate if node.js is in the picture)
This reference is intended to help those familiar with the Bootstrap 3 CSS framework to quickly see how to write the classes properly. For a clickable index please visit:
https://bootstrapcreative.com/resources/bootstrap-3-css-classes-index/
Python Functions Tutorial | Working With Functions In Python | Python Trainin...Edureka!
** Python Certification Training: https://www.edureka.co/python **
This Edureka PPT on Python Functions tutorial covers all the important aspects of functions in Python right from the introduction to what functions are, all the way till checking out the major functions and using the code-first approach to understand them better.
Agenda
Why use Functions?
What are the Functions?
Types of Python Functions
Built-in Functions in Python
User-defined Functions in Python
Python Lambda Function
Conclusion
Python Tutorial Playlist: https://goo.gl/WsBpKe
Blog Series: http://bit.ly/2sqmP4s
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YouTube Link: https://youtu.be/Ia0FSogTRaw
** Full Stack Web Development Training: https://www.edureka.co/masters-program/full-stack-developer-training **
This Edureka PPT on What is JavaScript explains all the fundamentals of JavaScript with examples. It also explains various features and applications of JavaScript in the following sequence:
Origin of JavaScript
What is JavaScript?
What can JavaScript do?
JavaScript Frameworks
HTML vs CSS vs JavaScript
Benefits of JavaScript
JavaScript Fundamentals
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There are several JavaScript libraries available in the world of web programming. And, as the usage and complexity is increasing day by day, sometimes it becomes very difficult and confusing to understand and create modules using those libraries, especially for those having strong background of Object Oriented Languages.
So this one hour session will make an effort to go into the very basics of JavaScript and put a base for writing modular JavaScript code.
Mieux Filtrer ses listes WordPress avec Ajax et WP_QuerySymetris
À travers des exemples concrets, nous illustrerons comment l’usage d’AJAX, de JSON et de WP_query peuvent améliorer la gestion et le filtrage (ex: multiples catégories) de listes d’information dynamiques dans un environnement WordPress.
Préalables: Bonne connaissance du HTML, du PHP et du Javascript. Idéalement une connaissance de AJAX. Comprendre le code généré par WordPress (“the loop”). Compréhension des “custom post type”.
Note: Cette conférence s’adresse principalement à des personnes avec des connaissances en programmation.
about this presentation:
1) this presentation was a quickie for non-tech employees, who wanted a basic understanding of html/css, as it related to a white-label SAAS product;
2) the back-end/front-end definitions relate to the specific application (it's inaccurate if node.js is in the picture)
MeasureCamp - E-merchandising Analytics Workshop - March 29th, 2014Nicolas Malo
While everyone seems to focus mainly on the visit to order conversion rate for e-commerce web sites, there is less emphasis on Emerchandising indicators. Which ones should be measured?
2016 IBM Retail Industry Solutions GuideTero Angeria
IBM offers everything retailers need to transform—roadmap
development, solutions, infrastructure, research sciences,
consulting and interactive user experience design—based on
what consumers are demanding. We help retailers deepen
customer relationships and offer differentiated assortment
while driving operational excellence enterprisewide to spur
profitable growth.
This guide showcases IBM solutions for retail. It provides a quick overview of what retailers need to do within each of these areas and of the IBM solutions that can support those efforts.
Predictive Analytics in Retail - Visual Infographic Reportc24ltd
A visual infographic report about Predictive Analytics in Retail, based on our whitepaper "Predictive Analytics in Retail" (link: https://blog.c24.co.uk/2016/08/17/c24-publishes-new-predictive-analytics-whitepaper/).
We explore the ways in which Predictive Analytics is set to change how retailers make use of big data, analytics and insights across their customers, supply chain and stores.
Learn Business Analytics with R at edureka!Edureka!
This is a 6-week course for professionals who aspire to learn 'R' language for Analytics. Practical approach of learning has been followed in order to provide a real time experience and make you think like an analyst. Our course will cover not only the basic concepts but also the advanced concepts like Data Visualization, Data Mining, Model Building in R, Web Analytics and so on.
A two day training session for colleagues at Aimia, to introduce them to R. Topics covered included basics of R, I/O with R, data analysis and manipulation, and visualisation.
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.
How To Model and Construct Graphs with Oracle Database (AskTOM Office Hours p...Jean Ihm
2nd in the AskTOM Office Hours series on graph database technologies. https://devgym.oracle.com/pls/apex/dg/office_hours/3084
With property graphs in Oracle Database, you can perform powerful analysis on big data such as social networks, financial transactions, sensor networks, and more.
To use property graphs, first, you’ll need a graph model. For a new user, modeling and generating a suitable graph for an application domain can be a challenge. This month, we’ll describe key steps required to construct a meaningful graph, and offer a few tips on validating the generated graph.
Albert Godfrind (EMEA Solutions Architect), Zhe Wu (Architect), and Jean Ihm (Product Manager) walk you through, and take your questions.
Learn the basics to get started using R with Power BI. Discover how to set up the software and what libraries are needed. See how to use R scripts to create data, connect to a data source, build a visual and transform data. Using R, you can leverage data sources, functions and visualizations not directly built into Power BI. See the demos and download this deck: https://senturus.com/resources/using-r-with-power-bi/
Senturus offers a full spectrum of services for business analytics. Our resource library has hundreds of free live and recorded webinars, blog posts, demos and unbiased product reviews available on our website at: https://senturus.com/resources/
Adaptive computing and pay-as-you-model for SAP.....
Customers should stop buying on CAPEX and signing long term contracts.... it is time to move to Consumption Based Computing...
Data Science - Part II - Working with R & R studioDerek Kane
This tutorial will go through a basic primer for individuals who want to get started with predictive analytics through downloading the open source (FREE) language R. I will go through some tips to get up and started and building predictive models ASAP.
This is a Powerpoint Presentation based on the comparison of various available analytical tools. This includes various tools for business analytics and their detailed description.
Developing and deploying AI solutions on the cloud using Team Data Science Pr...Debraj GuhaThakurta
Presented at: Global Big AI Conference, Santa Clara, Jan 2018 Developing and deploying AI solutions on the cloud using Team Data Science Process (TDSP) and Azure Machine Learning (AML)
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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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
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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.
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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.
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This slide is special for master students (MIBS & MIFB) in UUM. Also useful for readers who are interested in the topic of contemporary Islamic banking.
2024.06.01 Introducing a competency framework for languag learning materials ...Sandy Millin
http://sandymillin.wordpress.com/iateflwebinar2024
Published classroom materials form the basis of syllabuses, drive teacher professional development, and have a potentially huge influence on learners, teachers and education systems. All teachers also create their own materials, whether a few sentences on a blackboard, a highly-structured fully-realised online course, or anything in between. Despite this, the knowledge and skills needed to create effective language learning materials are rarely part of teacher training, and are mostly learnt by trial and error.
Knowledge and skills frameworks, generally called competency frameworks, for ELT teachers, trainers and managers have existed for a few years now. However, until I created one for my MA dissertation, there wasn’t one drawing together what we need to know and do to be able to effectively produce language learning materials.
This webinar will introduce you to my framework, highlighting the key competencies I identified from my research. It will also show how anybody involved in language teaching (any language, not just English!), teacher training, managing schools or developing language learning materials can benefit from using the framework.
Biological screening of herbal drugs: Introduction and Need for
Phyto-Pharmacological Screening, New Strategies for evaluating
Natural Products, In vitro evaluation techniques for Antioxidants, Antimicrobial and Anticancer drugs. In vivo evaluation techniques
for Anti-inflammatory, Antiulcer, Anticancer, Wound healing, Antidiabetic, Hepatoprotective, Cardio protective, Diuretics and
Antifertility, Toxicity studies as per OECD guidelines
Executive Directors Chat Leveraging AI for Diversity, Equity, and InclusionTechSoup
Let’s explore the intersection of technology and equity in the final session of our DEI series. Discover how AI tools, like ChatGPT, can be used to support and enhance your nonprofit's DEI initiatives. Participants will gain insights into practical AI applications and get tips for leveraging technology to advance their DEI goals.
A Strategic Approach: GenAI in EducationPeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
A review of the growth of the Israel Genealogy Research Association Database Collection for the last 12 months. Our collection is now passed the 3 million mark and still growing. See which archives have contributed the most. See the different types of records we have, and which years have had records added. You can also see what we have for the future.
Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...Dr. Vinod Kumar Kanvaria
Exploiting Artificial Intelligence for Empowering Researchers and Faculty,
International FDP on Fundamentals of Research in Social Sciences
at Integral University, Lucknow, 06.06.2024
By Dr. Vinod Kumar Kanvaria
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...Levi Shapiro
Letter from the Congress of the United States regarding Anti-Semitism sent June 3rd to MIT President Sally Kornbluth, MIT Corp Chair, Mark Gorenberg
Dear Dr. Kornbluth and Mr. Gorenberg,
The US House of Representatives is deeply concerned by ongoing and pervasive acts of antisemitic
harassment and intimidation at the Massachusetts Institute of Technology (MIT). Failing to act decisively to ensure a safe learning environment for all students would be a grave dereliction of your responsibilities as President of MIT and Chair of the MIT Corporation.
This Congress will not stand idly by and allow an environment hostile to Jewish students to persist. The House believes that your institution is in violation of Title VI of the Civil Rights Act, and the inability or
unwillingness to rectify this violation through action requires accountability.
Postsecondary education is a unique opportunity for students to learn and have their ideas and beliefs challenged. However, universities receiving hundreds of millions of federal funds annually have denied
students that opportunity and have been hijacked to become venues for the promotion of terrorism, antisemitic harassment and intimidation, unlawful encampments, and in some cases, assaults and riots.
The House of Representatives will not countenance the use of federal funds to indoctrinate students into hateful, antisemitic, anti-American supporters of terrorism. Investigations into campus antisemitism by the Committee on Education and the Workforce and the Committee on Ways and Means have been expanded into a Congress-wide probe across all relevant jurisdictions to address this national crisis. The undersigned Committees will conduct oversight into the use of federal funds at MIT and its learning environment under authorities granted to each Committee.
• The Committee on Education and the Workforce has been investigating your institution since December 7, 2023. The Committee has broad jurisdiction over postsecondary education, including its compliance with Title VI of the Civil Rights Act, campus safety concerns over disruptions to the learning environment, and the awarding of federal student aid under the Higher Education Act.
• The Committee on Oversight and Accountability is investigating the sources of funding and other support flowing to groups espousing pro-Hamas propaganda and engaged in antisemitic harassment and intimidation of students. The Committee on Oversight and Accountability is the principal oversight committee of the US House of Representatives and has broad authority to investigate “any matter” at “any time” under House Rule X.
• The Committee on Ways and Means has been investigating several universities since November 15, 2023, when the Committee held a hearing entitled From Ivory Towers to Dark Corners: Investigating the Nexus Between Antisemitism, Tax-Exempt Universities, and Terror Financing. The Committee followed the hearing with letters to those institutions on January 10, 202
3. How it works?
• 6 weeks duration
• 2 hour live online sessions every Saturday and Sunday
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•
•
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Total 8 hours per week = 4 hours (in class) + 4 hours (assignments and case studies)
Project Work (~15 hours)
2 hour proctored Final Online Exam*
All classes are recorded and recordings will be shared even in downloadable format
All course material (ppt,pdfs,assignments,etc) will be shared as soft copy
Life time access to the Learning Management System (LMS)**
*Problem based exam **24 X 7 Online Support
4. Course Topics
Class 1
Introduction to Business Analytics
Introduction to Data Science
Introduction to R
Class 2
Class 3
Class 4
Class 5
Class 6
Data Import in R
Introduction to Business Analytics
Data Quality in R
Data Manipulation in R
Exploratory Data Analysis in R
Data Visualization in R
Class 7
Data Mining in R (P1)
Class 8
Data Mining in R (P2)
Class 9
Understanding Model Building in R (P1)
Class 10
Understanding Model Building in R (P2)
Class 11
Advanced Topics in R
Class 12
Revision and Final Exam
5. Introduction
Learning Objectives
By the end of this chapter,
• Know more on business analytics , data science and R
• Know more on the R language, community and ecosystem
• Understand how 'R' is being used in the industry
• Compare R with other software in analytics
• Install R and packages which are going to be used for the course
• Do basic operations in R using command line
• Learn how to use the IDE R Studio and Various GUI
• Use the R help
• Be introduced to how the worldwide R community collaborates
6. Business Analytics
Definition
“Study of business data using statistical techniques and programming for creating decision support
and insights for achieving business goals”
Who uses it? How?
• Across Domain
• Dashboard
• Models
• Across A Company
Who creates it? How?
• Skills Needed Business Perception
8. What Is Data Science?
Conway's Diagram
https://s3.amazonaws.com/aws.drewconway.com/viz/venn_diagram/data_science.html
9. Studying Data Science?
• Coursera Courses ( 26 Courses at
https://www.coursera.org/courses?orderby=upcoming&cats=stats
• Computational Methods for Data Analysis
https://www.coursera.org/course/compmethods
• Computing for Data Analysis
https://www.coursera.org/course/compdata
• Introduction to Data Science
https://www.coursera.org/course/datasci
• Machine Learning
https://www.coursera.org/course/ml
10. Course Design
Business Analytics
• Understanding what solution business needs
Data Science
• Primarily R
• Programming skills
• Some Applied Statistical Methods
• Exposure to new domains and techniques
11. Course Design
What you will learn ?
• Data Visualization
• Data Mining Techniques
• Clustering
• Association Analysis
• Modeling(including Regression)
• What is Demand Forecasting
• Data Manipulation
12. Course Design
What you may learn a bit?
• Infographics
• Business Strategy Models
• Data Mining Techniques
• SVM and Decision Trees
• Neutral Nets and Ensemble Models
• Web Analytics and Social Media Analytics
• Social Network Analysis(SNA)
15. Part 1: What Is Business Analytics?
• What are the problems in a business ?
• What are the tools that can be used?
• How are businesses solving these
problems?
• What problems can be solved by MS
Excel?
• What can’t be solved by MS Excel?
16. Part 1: What Is Business Analytics?
• What is Business Analytics
• What problems does it solve?
• History of Business Analytics.
• What are the different kinds of Business
Analytics?
• What is R? What is SAS?
• How are they different?
18. • Part 1
- What is R?
• Part 2
- Corporate usage for R
• Part 3
- Comparing R
• Part 4
- Installation of R and Packages
• Part 5
- Basics of R - Command Line
• Part 6
- RStudio IDE and GUI
• Part 7
- Help and Documentation in R
• Part 8
- Interacting with community in R
Topics: Introduction To R
20. Part 1: What Is R?
www.r-project.org/about.html
History Open Source Official Website R Journal
Evolution Free R Core
Current State Widely Recognized Creators
23. Part 2: Corporate Usage of R?
Did you know Oracle creates a version of R?
http://www.oracle.com/technetwork/topics/bigdata/r-offerings-1566363.html
24. Part 2: Corporate Usage of R?
Did you know SAP uses R for analyzing it’s HANA database?
http://help.sap.com/hana/hana_dev_r_emb_en.pdf
25. Part 2: Corporate Usage of R?
Did you know SAS Institute views R as an Opportunity?
http://support.sas.com/rnd/app/studio/Rinterface2.html
26. Part 2: Corporate Usage of R?
Did you know SAS Institute views R as an Opportunity?
http://support.sas.com/rnd/app/studio/Rinterface2.html
27. Part 2: Corporate Usage of R?
Did you know SAS Institute views R as an Opportunity?
http://www.jmp.com/support/help/Working_with_R.shtml
28. Part 2: Corporate Usage of R?
Did you know Teradata uses R for in-database analytics?
http://developer.teradata.com/applications/articles/in-database-analytics-with-teradata-r
http://downloads.teradata.com/download/applications/teradata-r
29. Part 2: Corporate Usage of R?
Did you know IBM uses and even teaches R for High-end Analytics?
http://www-304.ibm.com/jct03001c/services/learning/ites.wss/us/en?pageType=course_description&courseCode=DW540
30. Part 2: Corporate Usage of R?
• Telecom
• Pharmaceuticals
• Financial Services
• Life sciences, etc
31. Corporate Clients of R
http://www.revolutionanalytics.com/aboutus/our-customers.php
Part 2: Corporate Usage of R?
33. but
R is open source and free R has a steep learning curve
Part 3: Comparing R
R has lots of packages
R can be customized
R has the most advanced graphics
R has GUI to help make learning easier
R can connect to many database and
data types
multiple packages and ways to do the
same thing
by default stores memory in RAM
you need much better programming skills
customization needs command line
you need to know which package to use
