Develop a product mindset, master relevant product management skills, and build a product of your own through user research, prototyping, development, and product analysis. Start your Post Graduate Certificate in Product Management journey today.
This program is offered in partnership with upGrad, a global leader in higher online education with 2 million learners across 100 countries worldwide. With the latest technology, pedagogy, industry partners and world-class faculty, upGrad creates immersive online learning experiences for learners globally.
Joint certificate from Duke Corporate Education and upGrad :
- Duke CE , Ranked #3 in Executive Education by the Financial Times
- Lifetime access to Duke CE’s Thought Leadership journal ‘Duke CE Dialogue’
- Certificate easily shareable across LinkedIn, etc
STUDY MODEL
Online, 30 live sessions, 10 weeks of Product Mindset Bootcamp
ACCREDITATION
Duke University Corporate Education accredited
DURATION
6 months
ELIGIBILITY
Bachelor Degree or equivalent, English language proficiency
FEES
USD 3,200
VALUE-ADD
3 years unlimited content access
Data Analysis in Excel
Introduction to DS Landscape
Python Programming Essentials I – Variables, Expressions, and Control Statements
Python Programming Essentials II – Functions and Data Structures
Python Libraries for Data Science – NumPy
Python Libraries for Data Science – Pandas
Python Assignment
Data Analysis using SQL
Practical Data Considerations: Data Cleaning and Preparation
Course Project: Python
Exploratory Data Analysis
Visualization in Python
Visualization using Tableau
Data Storytelling
Visualisation and Storytelling Assignment
Inferential Statistics
Hypothesis Testing
Designing Business Experiments
Course Project: Statistics
Linear Regression in a predictive setting
Introduction to Classification: Logistic Regression
Evaluation methods in Classification Models
Model Selection & Practical Consideration around Modelling + KNN
Decision Tree Models
Introduction to Ensemble Models: Random Forest & Boosting
Assignment
Unsupervised Learning: Clustering
Unsupervised Learning: Association Rules Mining (Market Basket Analysis)
Course Project: Machine Learning
Capstone Project
Introduction to Deep Learning
Classification & Regression Models using Neural Networks
Introduction to Convolutional Neural Networks
Introduction to Natural Language Processing
Modelling on Text data
Assignment
Framework to AI & Business Strategy
Executing AI Strategy
Advanced Python Programming
Advanced SQL
Introduction to Time Series
Recommender Systems
DL in Tf & Optimization (Optional)
RNN
Applications in CV
Assignment
Capstone Project II
