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Certificate in Fundamentals of AI
التقييم:
الإنجليزي
متقدم
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لتحميل الكتيب
نبذة عن الدورة التدريبية
What do self-driving cars, face recognition, web search, industrial robots, and tumor detection have in common?
They are all complex real world problems being solved with applications of intelligence (AI).
This course will provide a broad understanding of the basic techniques for building intelligent computer systems and an understanding of how Artificial Intelligence is applied to problems.
You will learn about the history of AI, intelligent agents, state-space problem representations, uninformed and heuristic search, game playing, logical agents, and constraint satisfaction problems.
They are all complex real world problems being solved with applications of intelligence (AI).
This course will provide a broad understanding of the basic techniques for building intelligent computer systems and an understanding of how Artificial Intelligence is applied to problems.
You will learn about the history of AI, intelligent agents, state-space problem representations, uninformed and heuristic search, game playing, logical agents, and constraint satisfaction problems.
المخرجات الرئيسية
1
Understand the concepts related to AI
2
Describe the Artificial Intelligence applications
3
Analyze and conclude the impact of Artificial Intelligence
4
Describe the current state of AI and the future trends
5
Discuss about applications of AI (Natural Language Processing, Robotics/Vision)
Columbia University
Online courses from Columbia University Columbia University is one of the world's most important centers of research and at the same time a distinctive and distinguished learning environment for undergraduates and graduate students in many scholarly and professional fields. The University recognizes the importance of its location in New York City and seeks to link its research and teaching to the vast resources of a great metropolis. Teachers College, Columbia University’s affiliate graduate school of education, offers programs in education, health, leadership, and psychology that are perennially ranked among the nation’s best. Visit the TeachersCollegeX course schedule for what's available now. For more than 250 years, Columbia has been a leader in higher education in the nation and around the world. At the core of our wide range of academic inquiry is the commitment to attract and engage the best minds in pursuit of greater human understanding, pioneering new discoveries and service to society.
محتوى الدورة التدريبية
PART 1
PART 1
Introduction to Artificial Intelligence
Understanding different terminologies for nontechnical people
What is Artificial Intelligence?
What are the various types of AI?
What are the various subfields of Artificial Intelligence
What are the main aims of AI in our real world and in the developed countries?Application of Artificial Intelligence in real life
History of Artificial Intelligence | Timeline
Understanding different terminologies for nontechnical people
What is Artificial Intelligence?
What are the various types of AI?
What are the various subfields of Artificial Intelligence
What are the main aims of AI in our real world and in the developed countries?Application of Artificial Intelligence in real life
History of Artificial Intelligence | Timeline
Non Technical Exercise
using our mobile phones, we will use an application developed by Google that allows us to create our own Face Recognition system without any coding and without any technical skills. We will be able to teach the computer, using Artificial Intelligence and Machine Learning, 3 different facial expressions. After that, our system will be able to differentiate between these 3 expressions. Moreover, we will link our result to a Text-To-Speech algorithm in which our system will play a sound based on the expression provided.
PART 2
PART 2
What’s the difference between Artificial Intelligence, Machine Learning and Neural Networks
Machine Learning: Basic concepts, linear models, perceptron, K nearest neighbors
Machine Learning: Basic concepts, linear models, perceptron, K nearest neighbors
Group Work and Discussion
Let’s suppose you were driving a car and there was a truck in front of you, a motorcycle on your right, and a car on your left. The truck in front of you suddenly stops. As a human being, what would you do? Will you brake immediately? Will you steer right and hit the motorcycle and risk his life?
Video
We are going to watch the latest Artificial Intelligence algorithms implemented in cars to see how AI can help save a life and reduce cost.
Machine Learning: advanced models, neural networks, SVMs, decision trees and unsupervised learning
PART 3
PART 3
Markov decision processes and reinforcement learning
Logical Agent, propositional logic and first order logic
AI Applications (NLP)
AI applications (Vision/Robotics)
Logical Agent, propositional logic and first order logic
AI Applications (NLP)
AI applications (Vision/Robotics)
Non Technical Exercise
Using our mobile phones, we will create a simple, yet efficient, chatbot that uses AI which is going to respond to people based on Machine Learning techniques. We will connect this chatbot to a Facebook page and ask a normal user to try it
Group Work and Discussion
The trainer will present on the screen 30 services that are available in our daily life and we will classify them based on AI and NON AI services. Later on, we will discuss how we can enhance the non AI services so they include Artificial Intelligence
PART 4
PART 4
What are the main challenges of Artificial Intelligence?
Future of Artificial Intelligence in top countries
What is the Artificial Intelligence strategy for KSA and its plan
Future of Artificial Intelligence in top countries
What is the Artificial Intelligence strategy for KSA and its plan
Video
We will see the latest usages of Artificial Intelligence in Japan, China and KSA. We will learn how AI was able to increase the happiness level among citizens in their cities.
Artificial Intelligence Issues for us
How are companies using Artificial Intelligence?
Industry Growth and Projections: Before and After Artificial Intelligence
Top Programming Languages for Artificial Intelligence
Artificial Intelligence Issues for us
How are companies using Artificial Intelligence?
Industry Growth and Projections: Before and After Artificial Intelligence
Top Programming Languages for Artificial Intelligence
Group Work and Discussion
The trainer will split the participants into groups. Every group is requested to write down 5 services that are available at their organization. After that, every team will start suggesting ideas on how to ameliorate these services using Artificial Intelligence
على من يجب الحضور؟
This highly practical and interactive course has been specifically designed for
This course is relevant for senior managers and executives who are involved in crafting IT strategies and leading digital transformation program for their companies.
It is equally useful for anyone who wants to learn about IT and how can technology create value in their profession today.
الدورات ذات الصلة
التعليمات
AR What language will the course be taught in and what level of English do I need to take part in an LEORON training program?
AR Most of our public courses are delivered in English language. You need to be proficient in English to be able to fully participate in the workshop and network with other delegates. For in-house courses we have the capability to train in Arabic, Dutch, German and Portuguese.
AR Are LEORON Public courses certified by an official body/organization?
AR LEORON Institute partners with 20+ international bodies and associations.We also award continuing professional development credits (CPE/PDUs) for:1. NASBA (National Association of State Boards of Accountancy) 2. Project Management Institute PDUs 3. CISI credits 4. GARP credits 5. HRCI recertification credits 6. SHRM recertification credits
AR What is the deadline for registering to a public course?
AR The deadline to register for a public course is 14 days before the course starts. Kindly note that occasionally we do accept late registrations as well, but this needs to be confirmed with the project manager of the training program or with our registration desk that can be reached at +91 4 95 5711 or [email protected].
AR What does the course fee cover?
AR The course fee covers a premium training experience in a 5-star hotel, learning materials, lunches & refreshments, and for some courses, the certification fee and membership with the accrediting bodies.
AR Does LEORON give discounts?
AR Yes, we can provide discounts for group bookings. If you would like to discuss a discount on a corporate level, we will be happy to talk to you.