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Quick Facts

Medium Of Instructions	Mode Of Learning	Mode Of Delivery
English	Self Study	Video and Text Based

Course Overview

AI Fundamentals for Non-Data Scientists is an online certification course that helps non-data scientists to get familiar with the fundamental concepts of artificial intelligence. The course can be taken by anyone interested in exploring artificial intelligence and can be easily finished within about 7 hours. AI Fundamentals for Non-Data Scientists Certification Syllabus provide the learners with a sheer glance into the basics of machine learning and artificial intelligence.

The AI Fundamentals for Non-Data Scientists Certification Course, administered by Coursera, will also provide the learners with a shareable certification at the end of the online course. During the online programme, the learners will also have the opportunity to watch and understand the exclusive interview with industry leaders of reputed companies. AI Fundamentals for Non-Data Scientists Certification by Coursera, offered by the University of Pennsylvania, is the first course in the four programmes of AI For Business Specialization.

The Highlights

Provided by Coursera
Offered by the University of Pennsylvania
Self-Paced Learning Option
100% Online Course
Around 7 Hours to Complete
Flexible Deadlines
Shareable Certificate
Financial Aid Available

Programme Offerings

English videos with multiple subtitles
Shareable Certificate
Financial aid available
Shareable Certificates
Self-Paced Learning Option
Course Videos & Readings
practice quizzes
Graded Assignments with peer feedback
graded Quizzes with feedback
]

Courses and Certificate Fees

Certificate Availability	Certificate Providing Authority
yes	PennCoursera

AI Fundamentals for Non-Data Scientists Certification Fee will differ depending on the number of months the learners wanted to spend time on the course. Coursera also provides the students with the option of EMI payment for the fee.

AI Fundamentals for Non-Data Scientists Fee Structure

Description	Total Fee in INR
Course Fee, 1 month	Rs. 6,532
Course Fee, 3 months	Rs. 13,064
Course Fee, 6 months	Rs. 19,596

What you will learn

Knowledge of Artificial IntelligenceFinancial Management

By the end of the AI Fundamentals for Non-Data Scientists Training, the learners can learn:

The process of big data interpretation using machine learning.
Build algorithms with Teachable Machine and TensorFlow to apply in the business.
ML methods and Deep Learning.
GANs and VAEs

Who it is for

Data ScientistBig Data DeveloperArtificial Intelligence Engineer

AI Fundamentals for Non-Data Scientists Classes can be pursued by learners who are very interested in learning the artificial intelligence fundamentals such as the professionals like Data Scientist, Big Data Developer and Artificial Intelligence Engineer.

Admission Details

Step 1 - Register and sign in at https://www.coursera.org

Step 2 - Look for the online course ‘AI Fundamentals for Non-Data Scientists’ offered by the University of Pennsylvania.

Step 3 - Begin taking the course by choosing the option ‘Enroll’.

The Syllabus

Videos

AI for Business Introduction
Course Introduction
Big Data Overview
Big Data Analysis
Data Management Tools
Data Management Infrastructure
Data Analysis: Extracting Intelligence from Big Data
Introduction to Artificial Intelligence
Machine Learning Overview
Reinforcement Learning
A Detailed View of Machine Learning

Reading

Module 1 Slides

Practice Exercise

Module 1 Quiz

Videos

Specific Machine Learning Methods: A Deep Dive
Intro to Model Selection
Feature Engineering and Deep Learning Introduction
Deep Learning
How Deep Learning Works
Limitations of Deep Learning
Evaluating ML Performance
Common Loss Functions
Tradeoffs Between Loss Functions
How is Training Data Acquired?
The Over-Fitting Problem
Test Data
Examples of End-to-End Work Flow

Reading

Module 2 Slides

Practice Exercise

Module 2 Quiz

Videos

Natural Language Processing
GANs and VAEs
Intro to AutoML
Using AutoML
Teachable Machine
TensorFlow Playground
ML Operations
Chicken and Egg

Reading

Module 3 Slides

Practice Exercise

Module 3 Quiz

Video

Interview With Ed Lee

Instructors

Penn Frequently Asked Questions (FAQ's)

1: Which specialization offered by Coursera does the AI Fundamentals for Non-Data Scientists online course belong to?

The online course belongs to the AI For Business Specialization.

2: Who prepared and taught the AI Fundamentals for Non-Data Scientists online certification?

The online programme is developed and instructed jointly by Kartik Hosanagar who is a professor at Wharton School and Prasanna Tambe who is the Associate Professor of Operations of Information and Decisions.

3: How much time does the learner require to finish the online certification programme?

The learner can successfully complete the online certificate programme within about 7 hours.

4: Which university is administering the AI Fundamentals for Non-Data Scientists online certification?

The certification programme is offered by the University of Pennsylvania.

5: Is the EMI option available for the students for the fee payment?

Yes, Coursera provides an EMI option to make the payment of fees.