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Quick Facts

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

Course Overview

Design Thinking and Predictive Analytics for Data Products is an intermediate-level programme designed and offered entirely in online mode. The online certification programme is the second programme in the four-course Python Data Products for Predictive Analytics Specialization. Offered by Coursera, the Design Thinking and Predictive Analytics for Data Products Certification Course will discuss the fundamentals of designing predictive models in Python, the design thinking process, design thinking methodology, predictive analytics algorithms, predictive analytics tools, the basics of statistical learning and various methods of building predictive models.

Design Thinking and Predictive Analytics for Data Products Training is prepared and tutored by Julian McAuley and Ilkay Altintas, faculty members of the University of California San Diego. Design Thinking and Predictive Analytics for Data Products Certification by Coursera can also be pursued by learners who hail from non-English speaking backgrounds as the subtitles are available in the languages of Arabic, Vietnamese, German, Russian, French, Portuguese (European), Italian and Spanish. The practical exposure through the final projects also will be given to the students in the Design Thinking and Predictive Analytics for Data Products online course.

The Highlights

Provided by Coursera
Offered by the University of California San Diego
Intermediate-level course
Self-Paced Learning Option
100% Online Course
Around 8 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	UC San DiegoCoursera

Design Thinking and Predictive Analytics for Data Products Certification Fee can vary based on how many months the learners are planning to stay on the courses and complete them. EMI payment option and 14 days refund period are also available for the learners.

Design Thinking and Predictive Analytics for Data Products Fee Structure

Duration	Amount in INR
1 Month	INR 3,990
3 Months	INR 7,980 (INR 2,660 /month)
6 Months	INR 11,970 (INR 1,995 /month)

What you will learn

Business analytics knowledgeDesign thinking

Design Thinking and Predictive Analytics for Data Products Certification Syllabus will render the learners the understanding of designing predictive models in Python and methods of building predictive models. Plus, the students will also be given practical insight into the topics through the financial project assigned as part of the programme.

Who it is for

Business AnalystProject ManagerData EngineerProduct Manager

Design Thinking and Predictive Analytics for Data Products Classes can be taken by anyone who wants to learn and explore the topics and aspects including the professionals like Managers, Entrepreneurs, Project Managers, Business Analysts, and whatnot.

Admission Details

Step 1 -Browse the official URL

https://www.coursera.org/learn/design-thinking-predictive-analytics-data-products

Step 2- Start taking the course by choosing ‘Enroll Now’.

The Syllabus

Videos

Introduction to Supervised Learning
Supervised Learning: Regression
Regression in Python
Time-Series Regression
Autoregression

Readings

Syllabus
Course Materials
Set Up Your System
Recap: Mathematical Notation

Practice Exercises

Review: Supervised Learning
Review: Regression
Supervised Learning & Regression

Videos

Features from Categorical Data
Features from Temporal Data
Feature Transformations
Missing Values

Reading

Supplementary Notebook for Features

Practice Exercises

Review: Getting Features
Review: Working with Features
Features

Videos

Supervised Learning: Classification
Classification: Nearest Neighbors
Classification: Logistic Regression
Introduction to Support Vector Machines

Practice Exercises

Review: Classification and K-Nearest Neighbors
Review: Logistic Regression and Support Vector Machines
Classification

Videos

Classification in Python
Introduction to Training and Testing
Gradient Descent in Python
Gradient Descent in TensorFlow
Livecoding: Tensorflow

Practice Exercises

Review: Classification and Training
Review: Gradient Descent
More on Classification

Readings

Project Description
Where to Find Datasets

Instructors

UC San Diego Frequently Asked Questions (FAQ's)

1: Name the university which developed and offered the Design Thinking and Predictive Analytics for Data Products online course in collaboration with Coursera?

The online certification course was developed and offered by the University of California San Diego.

2: Name the instructors who are in charge of supervising the learning process of the Design Thinking and Predictive Analytics for Data Products online certification?

The instructors of the programme are Julian McAuley and Ilkay Altintas.

3: Which level of audience and learners can join the online certification?

The online certification can be pursued by intermediate-level learners and audiences.

4: Which specialization of Coursera does the online certification belong to?

The online certification is part of Python Data Products for Predictive Analytics Specialization.

5: What are the languages in which Courser made the subtitles for the online course content available?

The subtitles for the online course content are available in languages of Arabic, French, Portuguese (European), Italian, Vietnamese, German, Russian, English, and Spanish.