The Product Management for AI & Data Science Course by Udemy: Fee, Duration, How to Apply

Quick Facts

particular	details
Medium of instructions English	Mode of learning Self study	Mode of Delivery Video and Text Based

Course overview

The Product Management for AI & Data Science Course certification is a small online course that is both prepared and instructed by Udemy. This Udemy Business collection course does not require any pre-enrolment criteria so anyone wanting to receive an overview regarding being a product manager in the data science and AI field is welcome to attend this certification course.

The Product Management for AI & Data Science Course training on Udemy allows free access to the course once the candidates have attained the completion certificate. This 4.6 rated course is instructed by renowned 365 Careers and Danielle Thé who have been part of the data industry for years now. The course includes 67 lectures that are broken down into biteable video content of a total of 5 hours only. The course will be serving as a bridge between technologies like artificial intelligence, and data science, and business needs.

Course and certificate fees

Fees information

₹ 3,999

The Product Management for AI & Data Science Course certification fee is Rs. 3,999

The Product Management for AI & Data Science Course Fee Structure

Description	Amount in INR
Programme Fee	Rs. 3,999

certificate availability

Yes

certificate providing authority

Udemy

Who it is for

Here are people who can seriously attempt this course:

If people want to learn the fundamentals and build up their career by learning the skills then this course is for this group.
Candidates who are looking for an amped up career as product managers.
The motto of the candidates must be learning about the nitty gritties of AI and data science.

Eligibility criteria

Educational Qualification

No prerequisite educational qualification is required.

Certification Qualifying Details

The Product Management for AI & Data Science Course certification by Udemy can be attained when the entire course is watched, and assignments are completed.

What you will learn

Knowledge of product management Knowledge of artificial intelligence Machine learning Data science knowledge

With The Product Management for AI & Data Science Course certification syllabus, the candidates will learn:

Identify what role a project manager has, and the difference between a project manager, and a product.
Understand the difference between an AI, and its algorithm.
The students can differentiate between data science and data analysis.
Machine learning has different types that may be understood by the participants.
AI and data science need strategies that can be designed technically by the participants.
The SWOT analysis of products can be performed by the students.
Candidates will learn to prepare a test and its hypothesis.
Both data science and AI skills’ user experience may be acquired.
The aspirants may understand what is the right lifecycle of a project under AI or data science in a company.
The teams of data science and AI can be managed by the candidates.
Issues like privacy, ethics, and bias can be addressed by the participants.

The syllabus

Intro to Product Management for A1 & Data

Introduction
Course Overview
Growing Importance of an AI and Data PM
The Role of a Product Manager
Differentiation of a PM, and AI in data
Product Management vs Project Management

Key Technological Concepts for AI & Data

A Product Manager as an Analytics Translator
Data Analysis vs. Data Science
A Traditional Algorithms vs AI
AI vs Traditional Algorithm
Explaining Machine Learning
Explaining Deep Learning
When to use Machine Learning vs. Deep Learning
Machine Learning or Deep Learning
Supervised, Unsupervised, & Reinforcement Learning
Supervised Learning, Unsupervised Learning or Reinforcement Learning

Business Strategy for AI & Data

AI Business Model Innovations
When to Use AI
SWOT Analysis
Building a Hypothesis
Testing a Hypothesis
AI Business Canvas
Dr. DermaApp Case Study

User Experience for AI & Data

User Experience for Data & AI
Getting to the Core Problem
User Research Methods
Developing User Personas
Prototyping with AI

Data Management for AI & Data

Data Growth Strategy
Open Data
Company Data
Crowdsourcing Labeled Data
New Feature Data
Acquisition/Purchase Data Collection
Data Collection Needs Matching
Databases, Data Warehouses, & Data Lakes

Product Development for AI & Data

AI Flywheel Effect
Top & Bottom Problem Solving
Product Ideation Techniques
Complexity vs. Benefit Prioritization
MVPs & MVDs (Minimum Viable Data)
Agile & Data Kanban

Building The Model

Who Should Build Your Model
Enterprise AI
Machine Learning as a Service (MLaaS)
In-House AI & The Machine Learning Lifecycle
Timelines & Diminishing Returns
Setting a Model Performance Metric

Evaluating Performance

Dividing Test Data
The Confusion Matrix
Precision, Recall & F1 Score
Optimizing for Experience
Error Recovery
AutoBikerz Case Study

Deployment & Continuous Improvement

Model Deployment Methods
Monitoring Models
Selecting a Feedback Metric
User Feedback Loops
Shadow Deployments

Managing Data Science & AI Teams

AI Hierarchy of Needs
AI Within an Organization
Roles in AI & Data Teams
Managing Team Workflow
Dual & Triple-Track Agile

Communication

Internal Stakeholder Management
Setting Data Expectations
Active Listening & Communication
Compelling Presentations with Storytelling
Running Effective Meetings

Ethics, Privacy & Bias

AI User Concerns
Bad Actors & Security
AI Amplifying Human Bias
Data Laws & Regulations

Admission details

Here is The Product Management for AI & Data Science Course classes admission process:

Step 1: Visit the official site: https://www.udemy.com/course/the-product-management-for-data-science-ai-course/.

Step 2: The students must either click the ‘Buy Now’ button or the ‘Add to Cart’ button.

Step 3: After submitting the details, and the fee, the candidates can buy the course.

Step 4: As the course is bought, admission is given, and the students can learn.

How it helps

Here is The Product Management for AI & Data Science Course certification benefits:

The candidates can build their careers as product managers in the field of data science, and artificial intelligence.
In a very short time, this course certificate can be earned, and free lifetime access to the materials of study is also available.
This certificate course will be teaching everything from the basic level so this is beginner-friendly.
The course will aim towards the preparation of an interesting career path.