The document provides an overview and roadmap for Week 1 of the Citizen AI Engineer Program 2018. It outlines the mission to provide free and open training in artificial intelligence. Week 1 will cover an introduction to AI, recommended learning resources, social engagement activities, optional exercises and certification options. Participants can work towards Green Belt, Brown Belt or Black Belt certifications by completing modules and a final project. The roadmap recommends installing R, exploring AI libraries, joining local meetups, and analyzing breast cancer or prime number datasets.
Creating your Center of Excellence (CoE) for data driven use casesFrank Vullers
NEED FOR CHANGE: Data is changing the world. We all know that. The real challenge will be to keep up with those changes by hiring the right team to help you take on the data that is already in your organization.
STAFF FOR SUCCES: Make sure you have an executive sponsor that has a vision for how the organization can become data-driven; hire experienced team members to lead the data engineering, and architecture teams; and adopt agile methodologies to allow for quick experimentation and quick failures.
SKILL UP: In a recent survey focused on Spark, over 60 percent indicated that the skills/training gap was their biggest organizational challenges with Spark, but 65% of respondents indicated that they either did not know or had no future plans for training. Cloudera University to get them ramped up quickly. Cloudera University helps organizations tackle the skill gaps issue they encounter when growing their teams and helps them stay up to date on the latest supported technologies.
The Analytics COE positioning your business analytics program for successKiran Garimella
You should consider the following three aspects of your Business Analytics Program:
* The Business (not just data science, big data, and technology)
* Analytics as the DNA of the company (and not just a competency of an elite few)
* A Programmatic approach that sustainable for the life of the company (and not just a one-time project or initiative)
What role do classical statistics, Bayesian statistics, judgment under uncertainty, heuristics, biases, categorical data analysis, etc., play in such a program?
A COE (Center of Excellence) framework seeks to address these aspects and ensure the company can progress on all fronts.
Business Analytics Competency centre: A strategic Differentiator BSGAfrica
Analytics industry trends and how they relate to the Insurance sector, highlighting the importance of recognising the Customer Lifetime Value (CLV) over the immediate revenue-generation potential of each customer. Steven Ing spoke about data as a strategic business asset, and the importance of recognising it as such. Additionally, he commented on the significance of developing an internal strategic team of experts, with a specific focus on facilitating and promoting the use of analytics to achieve business objectives across the enterprise.
The Analytics CoE: Positioning your Business Analytics Program for SuccessCartegraph
This Loras College Business Analytics Symposium breakout session presentation by Kiran Garimella, Ph.D., president and founder of XBITALIGN, explored the analytics center of excellence (CoE).
A business analytics program is more than the application of data science and Big Data technology to data. Success should be measured not only by the valuable insights the program delivers, but also by how well it is sustained and how much the ‘analytics mindset’ becomes part of the company’s DNA. The journey is not only from data to information, but also from information to knowledge, and from knowledge to intelligence. The foundation for making this happen is a well-structured Analytics Center of Excellence (CoE).
Creating your Center of Excellence (CoE) for data driven use casesFrank Vullers
NEED FOR CHANGE: Data is changing the world. We all know that. The real challenge will be to keep up with those changes by hiring the right team to help you take on the data that is already in your organization.
STAFF FOR SUCCES: Make sure you have an executive sponsor that has a vision for how the organization can become data-driven; hire experienced team members to lead the data engineering, and architecture teams; and adopt agile methodologies to allow for quick experimentation and quick failures.
SKILL UP: In a recent survey focused on Spark, over 60 percent indicated that the skills/training gap was their biggest organizational challenges with Spark, but 65% of respondents indicated that they either did not know or had no future plans for training. Cloudera University to get them ramped up quickly. Cloudera University helps organizations tackle the skill gaps issue they encounter when growing their teams and helps them stay up to date on the latest supported technologies.
The Analytics COE positioning your business analytics program for successKiran Garimella
You should consider the following three aspects of your Business Analytics Program:
* The Business (not just data science, big data, and technology)
* Analytics as the DNA of the company (and not just a competency of an elite few)
* A Programmatic approach that sustainable for the life of the company (and not just a one-time project or initiative)
What role do classical statistics, Bayesian statistics, judgment under uncertainty, heuristics, biases, categorical data analysis, etc., play in such a program?
A COE (Center of Excellence) framework seeks to address these aspects and ensure the company can progress on all fronts.
Business Analytics Competency centre: A strategic Differentiator BSGAfrica
Analytics industry trends and how they relate to the Insurance sector, highlighting the importance of recognising the Customer Lifetime Value (CLV) over the immediate revenue-generation potential of each customer. Steven Ing spoke about data as a strategic business asset, and the importance of recognising it as such. Additionally, he commented on the significance of developing an internal strategic team of experts, with a specific focus on facilitating and promoting the use of analytics to achieve business objectives across the enterprise.
The Analytics CoE: Positioning your Business Analytics Program for SuccessCartegraph
This Loras College Business Analytics Symposium breakout session presentation by Kiran Garimella, Ph.D., president and founder of XBITALIGN, explored the analytics center of excellence (CoE).
A business analytics program is more than the application of data science and Big Data technology to data. Success should be measured not only by the valuable insights the program delivers, but also by how well it is sustained and how much the ‘analytics mindset’ becomes part of the company’s DNA. The journey is not only from data to information, but also from information to knowledge, and from knowledge to intelligence. The foundation for making this happen is a well-structured Analytics Center of Excellence (CoE).
Career Development Programmes for Data Scientists and Data Analysts (for indi...NUS-ISS
Specially designed for future Data Science and Analytics Professionals, this session is for individuals (PMEs) who wish to know more about the Industry Transformation Programme landscape. We provide an overview of all NUS-ISS career development schemes and pathways.
We will also deep dive into the specific programme modules in detail. Be guided through frequently asked questions related to the programmes and get your questions answered at our Q&A session.
The evolution of the Architecture of Enterprises (AKA Enterprise Architecture) Leo Barella
We are in the era of competitive advantage through smart information and analytics. Process automation and leveraging transactional systems is a "thing of the past". To advance organizations need to start designing their architecture leveraging microservices and focus on data management / analytics efficiency.
Career Development Programmes for Digital Health Practitioners (For Individuals)NUS-ISS
Specially designed for future Digital Health Practitioners, this session is for individuals (PMEs) who wish to know more about the Industry Transformation Programme landscape. We provide an overview of all NUS-ISS career development schemes and pathways.
We will also deep dive into the specific programme modules in detail.
Business Value Measurements and the Solution Design FrameworkLeo Barella
The presentation covers a process and artifacts to establish better communication between business and IT and improve the quality and consistency of solutions. It also includes a tool to measure business value of the solutions that are being proposed and allows the business audience to make educated choices based on overall IT Business impact.
Reference models a case study for healthcareReal IRM
This presentation is focused on the Healthcare Reference Framework which The Norwegian Healthcare Authority is sponsoring. Sarina looks at the Healthcare vision and business motivation driving the development and adoption of industry reference models and includes the business case for increased South African participation.
Meet our speakers and download this presentation(and more) at http://www.realirm.com/about-us/speakers-forum
Career Development Programmes for Digital Business Analysts (for Individuals)NUS-ISS
Specially designed for the Digital Change Agents of tomorrow, this session is for individuals (PMEs) who wish to know more about the Industry Transformation Programme landscape. We provide an overview of NUS-ISS career development schemes and pathways, and will also deep dive into the specific programme modules in detail. Be guided through frequently asked questions related to the programmes and get your questions answered at our Q&A session.
Preparing Your Own Strategic BI Vision and Roadmap: A Practical How-To GuideOAUGNJ
No single organizational initiative warrants preparation, planning and strategy more than the decision to invest in a Business Intelligence (BI) Program. Many organizations make BI one of their priorities because of the organization’s leadership direction. From a strategic perspective, information remains as one of the most valuable assets to an organization. True organizational responsiveness begins with an alignment of organizational strategy to a BI program. You will not want to miss this opportunity to understand the methodology needed to develop a BI Strategic Vision and Roadmap for your organization.
Presentation I put together while at Business Objects where I spearheaded the development of the Business Intelligence Competency Center practice and service offering.
Artificial Intelligence and Machine Learning Training & Virtual Internships P...Ravikanth Jagarlapudi
We run an online training program for young adults. This is a 30 hour training and virtual internships program where participants are taught artificial intelligence and machine learning concepts and algorithms along with Python programming.
Participants with the help of a mentor end up doing a project by coming up with a business model and then creating a working model.
Career Development Programmes for Data Scientists and Data Analysts (for indi...NUS-ISS
Specially designed for future Data Science and Analytics Professionals, this session is for individuals (PMEs) who wish to know more about the Industry Transformation Programme landscape. We provide an overview of all NUS-ISS career development schemes and pathways.
We will also deep dive into the specific programme modules in detail. Be guided through frequently asked questions related to the programmes and get your questions answered at our Q&A session.
The evolution of the Architecture of Enterprises (AKA Enterprise Architecture) Leo Barella
We are in the era of competitive advantage through smart information and analytics. Process automation and leveraging transactional systems is a "thing of the past". To advance organizations need to start designing their architecture leveraging microservices and focus on data management / analytics efficiency.
Career Development Programmes for Digital Health Practitioners (For Individuals)NUS-ISS
Specially designed for future Digital Health Practitioners, this session is for individuals (PMEs) who wish to know more about the Industry Transformation Programme landscape. We provide an overview of all NUS-ISS career development schemes and pathways.
We will also deep dive into the specific programme modules in detail.
Business Value Measurements and the Solution Design FrameworkLeo Barella
The presentation covers a process and artifacts to establish better communication between business and IT and improve the quality and consistency of solutions. It also includes a tool to measure business value of the solutions that are being proposed and allows the business audience to make educated choices based on overall IT Business impact.
Reference models a case study for healthcareReal IRM
This presentation is focused on the Healthcare Reference Framework which The Norwegian Healthcare Authority is sponsoring. Sarina looks at the Healthcare vision and business motivation driving the development and adoption of industry reference models and includes the business case for increased South African participation.
Meet our speakers and download this presentation(and more) at http://www.realirm.com/about-us/speakers-forum
Career Development Programmes for Digital Business Analysts (for Individuals)NUS-ISS
Specially designed for the Digital Change Agents of tomorrow, this session is for individuals (PMEs) who wish to know more about the Industry Transformation Programme landscape. We provide an overview of NUS-ISS career development schemes and pathways, and will also deep dive into the specific programme modules in detail. Be guided through frequently asked questions related to the programmes and get your questions answered at our Q&A session.
Preparing Your Own Strategic BI Vision and Roadmap: A Practical How-To GuideOAUGNJ
No single organizational initiative warrants preparation, planning and strategy more than the decision to invest in a Business Intelligence (BI) Program. Many organizations make BI one of their priorities because of the organization’s leadership direction. From a strategic perspective, information remains as one of the most valuable assets to an organization. True organizational responsiveness begins with an alignment of organizational strategy to a BI program. You will not want to miss this opportunity to understand the methodology needed to develop a BI Strategic Vision and Roadmap for your organization.
Presentation I put together while at Business Objects where I spearheaded the development of the Business Intelligence Competency Center practice and service offering.
Artificial Intelligence and Machine Learning Training & Virtual Internships P...Ravikanth Jagarlapudi
We run an online training program for young adults. This is a 30 hour training and virtual internships program where participants are taught artificial intelligence and machine learning concepts and algorithms along with Python programming.
Participants with the help of a mentor end up doing a project by coming up with a business model and then creating a working model.
The growth of Artificial Intelligence (AI) is leading to transformation in our workplaces. Professor Klaus Schwab of the World Economic Forum is calling this change The Fourth Industrial Revolution. There are mixed predictions about AI and automation: some people see a reduction in the need for some jobs while predicting an increase in others. There is no doubt AI is changing the nature of work and learning.
In this presentation you’ll get an insider’s view into--
- Some of the jargon behind the technologies e.g. what data scientists mean when they talk about ‘training a model’
- How AI is being used in L&D today to gain insights and automate learning
- Why you should be looking to use chatbots in your learning programs
- How to get started with recommendation engines
- What the issues and challenges are using AI in learning.
- Even if you aren’t a technical person you will get an understanding of leading edge technologies by attending this webinar.
Learnbay provides industry accredited data science courses in Bangalore. We understand the conjugation of technology in the field of Data science hence we offer significant courses like Machine learning, Tensor flow, IBM watson, Google Cloud platform, Tableau, Hadoop, time series, R and Python. With authentic real time industry projects. Students will be efficient by being certified by IBM. Around hundreds of students are placed in promising companies for data science role. Choosing Learnbay you will reach the most aspiring job of present and future.
Learnbay data science course covers Data Science with Python,Artificial Intelligence with Python, Deep Learning using Tensor-Flow. These topics are covered and co-developed with IBM.
This is a PPT which highlights the basics of artificial intelligence and how it works and will affect job scenario.
ai in drug discovery, artificial intelligence, artificial intelligence in drug discovery, deep learning, deep learning techniques, gan, generative adversarial network (gan), gpu, gpu (graphics processing unit)-, graphics processing units, machine learning, matconvent, nvidia, nvidia dgx-1, python, tensorflow, torche, IBM watson for drug discovery
machine learning in drug discovery, deep learning in drug discovery
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AI and ML Series - Introduction to Generative AI and LLMs - Session 1DianaGray10
Session 1
👉This first session will cover an introduction to Generative AI & harnessing the power of large language models. The following topics will be discussed:
Introduction to Generative AI & harnessing the power of large language models.
What’s generative AI & what’s LLM.
How are we using it in our document understanding & communication mining models?
How to develop a trustworthy and unbiased AI model using LLM & GenAI.
Personal Intelligent Assistant
Speakers:
📌George Roth - AI Evangelist at UiPath
📌Sharon Palawandram - Senior Machine Learning Consultant @ Ashling Partners & UiPath MVP
📌Russel Alfeche - Technology Leader RPA @qBotica & UiPath MVP
Steve Maclaren - Robotics and AI in project management: The future:
The APM Scotland Branch have continued the face-to-face Branch Conference series with a full day event on 7 September 2023.
Considering our ever changing environment is a vital skill for a Project Manager as they bring together a wide range of knowledge and expertise to fulfil projects in an ever evolving world where data, artificial intelligence and sustainability all play an important part
Steve Maclaren - APM Scotland Branch Conference 2023: Net Zero Nation and Sus...APMDonotuse
Steve Maclaren - Robotics and AI in project management: The future:
The APM Scotland Branch have continued the face-to-face Branch Conference series with a full day event on 7 September 2023.
Considering our ever changing environment is a vital skill for a Project Manager as they bring together a wide range of knowledge and expertise to fulfil projects in an ever evolving world where data, artificial intelligence and sustainability all play an important part
20240104 HICSS Panel on AI and Legal Ethical 20240103 v7.pptxISSIP
20240103 HICSS Panel
Ethical and legal implications raised by Generative AI and Augmented Reality in the workplace.
Souren Paul - https://www.linkedin.com/in/souren-paul-a3bbaa5/
Event: https://kmeducationhub.de/hawaii-international-conference-on-system-sciences-hicss/
The Art Pastor's Guide to Sabbath | Steve ThomasonSteve Thomason
What is the purpose of the Sabbath Law in the Torah. It is interesting to compare how the context of the law shifts from Exodus to Deuteronomy. Who gets to rest, and why?
Unit 8 - Information and Communication Technology (Paper I).pdfThiyagu K
This slides describes the basic concepts of ICT, basics of Email, Emerging Technology and Digital Initiatives in Education. This presentations aligns with the UGC Paper I syllabus.
Operation “Blue Star” is the only event in the history of Independent India where the state went into war with its own people. Even after about 40 years it is not clear if it was culmination of states anger over people of the region, a political game of power or start of dictatorial chapter in the democratic setup.
The people of Punjab felt alienated from main stream due to denial of their just demands during a long democratic struggle since independence. As it happen all over the word, it led to militant struggle with great loss of lives of military, police and civilian personnel. Killing of Indira Gandhi and massacre of innocent Sikhs in Delhi and other India cities was also associated with this movement.
Read| The latest issue of The Challenger is here! We are thrilled to announce that our school paper has qualified for the NATIONAL SCHOOLS PRESS CONFERENCE (NSPC) 2024. Thank you for your unwavering support and trust. Dive into the stories that made us stand out!
The French Revolution, which began in 1789, was a period of radical social and political upheaval in France. It marked the decline of absolute monarchies, the rise of secular and democratic republics, and the eventual rise of Napoleon Bonaparte. This revolutionary period is crucial in understanding the transition from feudalism to modernity in Europe.
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We all have good and bad thoughts from time to time and situation to situation. We are bombarded daily with spiraling thoughts(both negative and positive) creating all-consuming feel , making us difficult to manage with associated suffering. Good thoughts are like our Mob Signal (Positive thought) amidst noise(negative thought) in the atmosphere. Negative thoughts like noise outweigh positive thoughts. These thoughts often create unwanted confusion, trouble, stress and frustration in our mind as well as chaos in our physical world. Negative thoughts are also known as “distorted thinking”.
Citizen AI Engineer Program 2018 CAI 500 Fast Track AI Week1 Roadmap
1. Citizen AI Engineer Program 2018
CAI 500 - Fast Track to AI
Week 1 Roadmap
Dr. Mohan K. Bavirisetty
Advanced Center of Excellence
Modern Renaissance Corporation
Content of this document is under Creative Commons Licence CC BY 4.0
2. Agenda
You can always find the latest version of this document at bit.ly/CAI500W1
CAI Mission Statement
Week 1 Overview
Learning Path
Social Engagement
Activities and Pointers
Certification Options
Optional Exercises
References
“The function of education is to teach one to think intensively and think critically. Intelligence
plus character; that is the goal of a true education.” ― Dr. Martin Luther King Jr.
3. Mission and Objectives
Mission of our program is to provide free, open and
world-class enablement of Citizen AI Engineers and help
advance the profession of Artificial Intelligence as well as its
allied disciplines.
We aim to prepare the participants with creative, analytical
and practical skills emphasizing breadth and depth in a
range of relevant disciplines and capabilities in Artificial
Intelligence, Machine Learning, Knowledge-based Systems,
Software Architectures and Systems Engineering.
4. Who is a Citizen AI Engineer?
A Citizen AI Engineer is an individual who applies AI
to build solutions and products using Data,
Intelligence and Collaboration Technologies that will
help promote wellness, care and efficiency in
environment where she/he lives and works.
In doing so Citizen Engineers solve the problems on
a social scale and help others learn AI to solve their
problems.
5. Citizen AI Engineer Program 2018 timeline
Jan 15 - Feb 9
Fast Track to AI
Building Breakthrough AI Products
Deep Learning and Applications
Final Project
Knowledge-based Systems
Advanced AI and Creative Engineering
Feb 12 - Mar 9
Mar 12 - Apr 6
May 7 - June 1
Apr 9 - May 4
June 4 - June 29
Live as if you were to die tomorrow. Learn as if you were to live forever. - Mahatma Gandhi
6. Certification Options
Citizen AI Engineer program
While Certification is optional you are encouraged to pursue
certification. This has several benefits a) It allows you to challenge
yourself in a systematic way b) It allows for your professional
development c) Helps you explore more career opportunities d) It also
helps organizations to reach out to you in case they have
opportunities that can tap into your competencies. Please reach out to
Dr. Fleming <rachel@emodern.biz> if you are interested in pursuing
certification.
All our Certification options are free, open and available to anyone.
They are authentic, verifiable and they never expire.
7. Certification Options
Citizen AI Engineer program
Module Title Certification
CAI 500 Fast Track to Artificial Intelligence Green Belt Level 1
CAI 600 Building Breakthrough AI Products Green Belt Level 2
CAI 700 Deep Learning and Applications Brown Belt Level 1
CAI 800 Knowledge-based Systems Brown Belt Level 2
CAI 900 Advanced AI and Creative Engineering Black Belt Level 1
CAI 1000 Final Project/Research Paper/Thesis Black Belt Level 2
Please direct your queries to Dr. Rachel Fleming <rachel@emodern.biz>
8. Social Discourse:
Most Important Skill in the age of AI
Learning plan:
Read AI - Quick Guide Watch Imitation Game
Activities:
Install R; Explore our Libraries; Join Local AI groups and meetups
Exercises and Projects:
Analyze Breast cancer dataset; Implement Sieve of Eratosthenes; Build a simple chatbot
CAI 500 - Week 1 at a glance
9. Discussion: Read The Most Important Skill In The Age Of Artificial Intelligence (AI) by
Dr. Anna Powers on Forbes. What do you think is the most important skill Dr. Powers is
referring to? How will this skill make you more successful and valuable in your mission or
within your organization? Share your thoughts on the forum.
Additionally join the welcome thread. Introduce yourself and announce your interests in AI
and tell others how they would benefit the society or your local community.
There is also a Q&A thread. Please post there if you have a question or if you could
provide helpful answers to others.
Please always be courteous and respectful to everyone. And above all, be helpful. That is
what this program is all about!
Our Discussions take place on Citizen AI Engineer Program
Social Engagement
Citizen AI Engineer Program bit.ly/CAI-FB
10. Recommended Learning Plan
<Required> Read Artificial Intelligence Quick Guide
<Recommended> <MIT OCW> Watch Patrick Winston’s Artificial Intelligence Lecture 1
<Recommended> Read Chapter 1 Artificial Intelligence - A Modern Approach 3rd Ed. By Russell & Norvig
<Recommended> Artificial intelligence and the future of our work United Nations Development Program
<Optional> <MIT OCW> Read R for Machine Learning by Allison Chang
<Optional> Watch the movie Artificial Intelligence (You may check it out from your local library)
<Reference> Artificial Intelligence (3rd Edition) by Patrick H. Winston
We can only see a short distance ahead, but we can see plenty there that needs to be done.
- Alan Turing
12. Activities
<Recommended> Install latest R and R-Studio. R is language of choice for many AI, Analytics, Data
Science and Machine Learning projects. It is an amazing open source project with over 10,000 packages
and libraries. First install R language binaries and then install R-Studio which is an user-friendly GUI
environment to write and run your programs in R
https://www.rstudio.com/products/rstudio/download/#download
<Required> If you don’t already have one, get a gmail/google account - it will be very useful in sharing
documents and communicating with others. Start building your own AI Library on Google Drive.
<Practice> Visit try.Jupyter.org Jupyter is a integrated programming environment with a browser
interface. We will use Jupyter in the upcoming weeks.
<Recommended>Develop a database about the homelessness in your town. Capture relevant information
such as homeless shelters, distribution centers, soul kitchens, food pantries, support programs etc. and
share this dataset with local newspapers and town/city hall.
13. Activities (Contd…)
<Recommended> If you don’t already have one, get a Github account. This will be
extremely used to share code and documents. Github is required for certification.
<Required> Explore UCI Machine Learning Repository This is an excellent
collection of datasets used for exploring AI, Machine Learning and Data Science
<Practice> Visit ocw.mit.edu and bookmark this site.We derive our learning
modules and resources from MIT OCW program. Explore the site and familiarize
yourself with the program and contents. Explore the content for AI which is
available under the course number 6.034 We will use the material from Fall 2010
session.
<Practice> Research about United Nations’ Millennium Development Goals(MDG)
project. What are the 8 goals of this project. What do you think needs to be to
14. Optional Exercises
<Optional> Explore R and Machine Learning. Read R for Machine Learning by Allison Chang and attempt
to do the visualization of Habermann’s Breast Cancer Survival Rates as below. Refer section 3.4 titled
plotting. To do this exercise you need to have a) R (and preferably R-Studio) downloaded installed and b)
you need the Haberman’s survival data dataset from UCI Machine Learning repository.
15. Optional Exercises (contd...)
<Optional> Sieve of Eratosthenes Algorithm generates prime numbers in an efficient way from the prime
numbers that are already generated starting with the initial seed 2. Research the web for this algorithm.
Look for the implementation of this algorithm in the programming language you are familiar with. Try
running your implementation on try.jypyter.org. Feel free to post the screenshots in Facebook forum for
Citizen AI Engineer Program
<Recommended> Visit Benevolent.AI and explore the site. Research about a prevalent disease or
medical condition that afflicting your nation and see how you can help organizations fighting against this
disease through the grants Benevolent.AI provides.
<Certification Project> Explore Jill Watson from Georgia Tech and develop a mental model (thoughts and
ideas) for building this type teaching assistance for CAI program
<Certification Project> Chatbots are a rage in the industry currently. From Customer Service to Disease
diagnosis chatbots are being used extensively. Build a simple chatbot that can answer basic questions
about the Millennium Development Goals. Use the publicly available datasets from United Nations.
16. References, Open Resources and Additional Reading
Citizen AI Program Announcement and FAQ
How to download R and R-Studio
Mathematics of Machine Learning
United Nations Millennium Development Goals.
Artificial Intelligence Quick Guide TutorialsPoint
Artificial intelligence and the future of our work United Nations Development Program
Towards A Virtual Assistant That Can Be Taught New Tasks In Any Domain By Its End-Users
Artificial Intelligence (3rd Edition) by Patrick H. Winston
Artificial Intelligence - A Modern Approach 3rd Ed. By Russell & Norvig
UCI Machine Learning Repository
Andrew Ng’s Machine Learning Lectures Stanford University
[MIT OCW] 6.034 Artificial Intelligence Prof Patrick Winston Fall 2010
[MIT OCW] 15.097 Prediction: Machine Learning and Statistics Prof Cynthia Rudin 2012
Learn from the masters - Johann Wolfgang von Goethe
17. Citation
Content that appears as is, on this document only, is under Creative
Commons License CC BY 4.0 This license may not necessarily apply to other
material referenced here in this document.
Haberman’s Survival Dataset that is hosted on UCI Machine Learning
repository is originally donated by Tjen-Sien Lim (limt @stat.wisc.edu)
Most MIT OCW programs are under Creative Commons Licence
Content from IBM, TutorialsPoint, Pivotal, Hortonworks, Google, Youtube,
Data Science Central and O’Reilly Media etc. is excluded from the above
Creative Commons License.
19. For More Information
Please write to me at mohan@emodern.biz if you have questions, comments
and suggestions to improve the CAI program. You can also reach out to me if
you have any difficulties, if you are looking for more challenging assignments,
advanced projects or if you want to do research in any area of AI. We have a
number of initiatives we can engage you in.
You may reach out to Dr. Rachel Fleming <rachel@emodern.biz> regarding
certification or if you want to volunteer for us in any way. We are seeking
website builders, language translators, researchers in AI and those who would
like to act as mentors.
21. Thank You
He is also widely considered as one of the
founders of Artificial Intelligence, His most
influential paper Can Machines Think is
classic in the field of Artificial Intelligence
2015 Movie Imitation Game explores his
life and his contributions in some detail but it
doesn’t portray the full extent Turing’s
extraordinary genius and his phenomenal
contributions. Turing prize is highest honor
you can receive in Computer Science or AI.
It is equivalent to a Nobel Prize.
Alan Turing was a brilliant mathematician who built Enigma machine - a code breaker - which
helped the Allies win the World War || by intercepting decrypting the messages between German
forces. He pioneered idea of general purpose computer - so called Turing Machine.