Example Curriculum
Statistics Introduction
Available in
days
days
after you enroll
- Statistics Introduction (4:36)
- Data Types (8:21)
- Measure of Central Tendency - Introduction (15:11)
- Calculating Central Tendency Metric - Mean Median Mode (10:09)
- Measure of Central Tendency - Application in Business (15:11)
- Measure of Dispersion - Introduction to Vriance and SD (6:14)
- Measure of Dispersion - Introduction to RMSE MSE MAE VIF (19:41)
- Working with Measure of dispersion metric (18:02)
- Applications of Variance and Standard Deviation (6:30)
- Applications of RMSE, MSE, MAE, VIF (8:16)
- Introdution to Graphical Techniques (6:40)
- Applications of Graphical Techniques (17:00)
- Contents
- QQ Plot (16:42)
- Variance Plot (9:43)
- Normal Distribution (16:05)
- Skewness and Kurtosis (13:24)
- Box -Plot (2:44)
- Imputation (15:26)
- Random Variable (5:28)
- v01 (8:01)
- ProbabilityDistribution (12:20)
- Likelyhood (3:00)
- Normal Distribution (10:14)
- SND [Standard Normal Distribution] (7:38)
- Sampling Funnel (7:21)
- Central Limit Theorem (6:25)
- P value with confidence interval (7:45)
- Hypothesis Testing (7:22)
- ANOVA and chi square test (8:08)
- Data cleaning (13:03)
- Imputation techniques (7:31)
- i and ii - correlation (11:28)
Agile
Available in
days
days
after you enroll
- Project Definition (3:36)
- Traditional v Agile (2:49)
- Agile Manifesto and Principles (4:00)
- Agile Methodology (3:31)
- Agile Principles (4:38)
- Agile Framework and Terminology (2:56)
- Scrum (3:21)
- XP
- Product Roadmap (3:32)
- Product Backlog (3:45)
- Story Maps (2:58)
- Agile Modelling (3:48)
- Wireframes (3:46)
- Charting (3:24)
- Personas (3:05)
- Iteration and release planning (3:37)
- Progressive ellaboration (3:08)
- Time boxing (3:02)
- Cumulative Flow diagram (2:59)
- Kanban boards (2:06)
- WIP Limits (2:01)
- Burn charts (2:48)
- Retrospectives (2:47)
- Innovation Games (2:55)
- Relative sizing (3:42)
- Story Points (3:37)
- Wideband Delphi Technique (2:50)
- Planning poker (4:03)
- Affinity Diagram (13:12)
- Ideal time (5:49)
- Velocity (2:48)
- Cycle Time (2:31)
- EVM (2:59)
- Escaped defects (2:55)
- Frequent verification and validation (2:49)
- Test driven development (2:25)
- Definition of Done (5:28)
- Continues integration (2:42)
- Feedback techniques (3:51)
- Incremental delivery (7:05)
- Continuous improvement (4:59)
- Customer Valued Prioritization (6:03)
- Compliance (5:20)
- Relative Prioritization (5:01)
- Value Stream Mapping (6:13)
- Minimum marketable feature (5:12)
- Risk-adjusted backlog (6:04)
- Risk burn down charts (3:15)
- Risk-based spike (5:29)
- Team space (5:27)
- Information Radiator (2:30)
- Agile Tooling (5:53)
- Daily stand-ups (5:15)
- Osmotic communication (5:26)
- Profile creation - Github (3:26)
- Repository creation (5:11)
- Uploading files in GitHub (13:29)