Recommended 8-10 hrs/week
Format
Next Cohort Starts
Corporate Partners
With skill coaches
Key Highlights
Top Skills You Will Learn
Managing & Setting up Data Science Teams, Insights Mining, Business Inferencing using statistical techniques, Data Cleaning and Wrangling, Feature Engineering with emphasis on Feature creation and Data Transformation, Descriptive and Predictive Analytics, Data Visualization and Storytelling, Applied ML & AI
Who Is This Program for?
Data Analysts, Business Analysts, Project Managers, Domain & Functional Experts, Data Scientists, Big Data Engineers, Architects, Engineering Managers, Marketing and Sales Professionals, Software and IT Professionals, Product Managers, Management Consultants, Entrepreneurs.
Minimum Eligibility
Job Opportunities
Data Science Manager, Data Product Manager, Director of Analytics, Director of Data Science, Chief Data Officer, Practice Head
Tools Covered
Data Science Manager Certification Program
Get a certificate issued by the C. T. Bauer College of Business at the University of Houston and Institute of Product Leadership.
Bauer College’s Cyvia and Melvyn Wolff Center for Entrepreneurship ranked No. 2 in U.S. on the Top 25 Best Undergrad Programs for Entrepreneurs in 2019. (Top 10 since 2007; No. 1 in 2008, 2010 and 2011)
Course audited and approved by the Bauer College.
Instructors & Mentors
Learn from India’s leading Product Practitioners.
Syllabus
Best-in-class content by leading faculty and industry leaders in the form of videos, cases and projects, assignments and live sessions
■ Data capture, Data augmentation
■ Revenue models & Monetization
■ Segmentation & Clustering
■ Hyper parameter tuning & optimization
■ Communication & Presentation Skills with Data Story telling
■ Frameworks to build strategy, drive innovation, vision and roadmapping for Data projects
■ Stakeholder Management , Conflict Management & Negotiations
■ Selling new ideas and mastering the Art of Influencing without Authority
■ Big data application & strategies
■ Big data engineering
■ Hadoop, Map-Reduce, and Spark
■ Virtual Machines and Cloud Computing
■ Correlations, Tree Model, Regressions & more
■ Plotting with Matplotlib, Seaborn
■ Dashboarding & Visualization
■ Business Intelligence with Tableau & Power BI
■ Inferencing & Insights
■ Art of Data Storytelling
■ Strategic planning for digital transformation
■ Digital transformation of culture
■ Handling project budgets and business finance
■ Negotiation & conflict resolution
■ Strategic human capital management
■ Marketing Analytics, Sales Analytics, Customer Analytics, Social Analytics from Retail, Financial Services, Media, ecommerce and Digital Products
Python, Jupyter Notebooks ,SQL, Excel, Tableau, Power BI
■ Working & Building Data Science Teams
■ Building Products with Data Science & AI
■ Cost/benefit tradeoffs
■ Data science Project lifecycle
■ Monetizing & Building Data Science Practices
■ Statistical methods for Decision Making
■ Descriptive Statistics & Probability
■ Sampling distributions, estimation
■ Simple, Multivariate regression & Time Series
■ A/B Testing
■ Feature Engineering
■ Seasonality, Time Series
■ Linear Regression
■ Foundation of Applied Machine Learning/AI
■ Data & AI ethics
■ Principles of Big data ethics
■ Building digital trust
■ Model evaluation and comparison
■ Core machine learning methods
■ NLP, Text analysis and topic modeling
■ Reinforcement learning
■ Support vector machines
■ AI applications & AI Strategy
Hours of
Content
Labs, Clinic Sessions & Live Presentations
Case Study &
Projects
Tools & Softwares
Industry Projects and Assignments
Learn through real-life projects and assignments across industries
The ICDSM-Flex Advantage
Strong hand-holding with dedicated support to accelerate your career path as a Data Science Manager
Career Impact
Average Salary Hike
Corporate Partners
Career Transitions
Highest Salary
Career Impact
Corporate Partners
Highest Salary
Avg Salary Hike
Career Transitions
Our Students work at
Upfront Payment
0% EMI
Upfront Payment
Our Students work at
Upfront Payment
EMI
Upfront Payment
Top Questions
Institute of Product Leadership is Asia’s First Business School providing accredited degree programs and certification courses exclusively in Product Management and Marketing , Data Science and Technology Management.