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Section 5: Machine Learning
2022-06-30 Data Engineer Tech Challenge
Data Modelling and Data Architecture
2020-09-20 Data Architecture Assignment
Bayesian A/B Testing & Monte Carlo Simulations
2020-08-25 Supervisory Technology Assignment Question 3
Hedonic Regression Modelling
2020-08-25 Supervisory Technology Assignment Questions 1 & 2
Basic SQL Queries
2020-07-18 Database Development Assignment Part 2
Basic Data Wrangling in Python
2020-07-18 Database Development Assignment Part 1
Basic Web Scraping
2020-04-21 Test B Question 2
Topic Modelling of Job Advertisements
2020-04-21 Test B Question 1
Relational Database Management Systems and ETL/ELT Pipelines
2020-04-21 Test A Question 1
Topic Modelling of Budget 2019 Statement
2020-04-17 Data Scientist Assignment Question 4
Impact of HDB BTO Launches on Flat Resale Prices
2020-04-17 Data Scientist Assignment Question 3
Hedonic Regression Modelling
2020-04-17 Data Scientist Assignment Question 2
Geospatial Data Visualization
2020-04-17 Data Scientist Assignment Question 1
The Chow Test for Structural Breaks
2020-03-17 Research Assignment Question Part (b)
Econometric Forecasting Model using Vector Autoregression
2020-03-17 Research Assignment Question Part (a)
Survey Analysis of Course Feedback
2020-03-13 Case Study
Prediction Models for Classification of Tourists
2020-03-06 Assessment Question 2
Regression Models for Data Analysis of Tourist Spending
2020-03-06 Assessment Question 1
A Fast and Easy Way to Predict Words
Coursera Data Science Specialization
Data Science Capstone
Peer-Graded Assignment: Final Project Submission
A Predictive Text Mining Application
Coursera Data Science Specialization
Data Science Capstone
Peer-Graded Assignment: Milestone Report
Machine Learning Algorithm for Accelerometers
Coursera Data Science Specialization
Practical Machine Learning
Peer-Graded Assignment: Prediction Assignment Writeup
Prediction of a Car's Miles per Gallon (MPG)
Coursera Data Science Specialization
Developing Data Products
Peer-Graded Assignment: Course Project
Shiny Application and Reproducible Pitch
Regression Models for Data Analysis of an Automobile Magazine
Coursera Data Science Specialization
Regression Models
Peer-Graded Assignment: Course Project
Alcoholic Beverages Sales Tax (T10) for the United States in 2015
Coursera Data Science Specialization
Developing Data Products
Peer-Graded Assignment: R Markdown Presentation & Plotly
Map of Singapore
Coursera Data Science Specialization
Developing Data Products
Peer-Graded Assignment: R Markdown and Leaflet
Data Analysis on Tooth Growth
Coursera Data Science Specialization
Statistical Inference
Peer-Graded Assignment: Course Project Part 2
Basic Inferential Data Analysis
Exponential Distribution and the Central Limit Theorem
Coursera Data Science Specialization
Statistical Inference
Peer-Graded Assignment: Course Project Part 1
Simulation Exercise
Impact of Severe Weather Events on Population Health and the Economy in the United States
Coursera Data Science Specialization
Reproducible Research
Peer-Graded Assignment: Course Project 2
Data Analysis of a Personal Activity Monitoring Device
Coursera Data Science Specialization
Reproducible Research
Peer-Graded Assignment: Course Project 1