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Xiaolin Cai

The University of Manchester Data Science Bootcamp Graduate

University of Manchester
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The University of Manchester Data Science Bootcamp

Task Status Score
Task 1 - Pseudocode Completed 100
Task 2 - Your First Computer Program Completed 100
Task 3 - Variables – Storing Data in Programs Completed 100
Task 4 - The String and Numerical Data Types Completed 100
Task 5 - Control Structures – If, Elif, Else and the Boolean Data Type Completed 100
Task 6 - Logical Programming – Operators Completed 100
Task 7 - Capstone Project – Variables and Control Structures Completed 94
Task 8 - Data Structures – The List Completed 100
Task 9 - Iteration Completed 100
Task 10 - Defensive Programming – Error Handling Completed 100
Task 11 - String Handling Completed 100
Task 12 - IO Operations Completed 100
Task 13 - Data Structures – Lists and Dictionaries Completed 100
Task 14 - Programming with Built-in Functions Completed 100
Task 15 - Programming with User-defined Functions Completed 88
Task 16 - Debugging – The Stack Trace Completed 100
Task 17 - Defensive Programming – Exception Handling Completed 100
Task 18 - OOP – Classes Completed 100
Task 19 - OOP – Inheritance Completed 100
Task 20 - Data Structures – 2D Lists Completed 100
Task 21 - Recursion Completed 100
Task 22 - Sorting and Searching Completed 100
Task 23 - OOP – Synthesis Completed 94
Task 24 - Shell Scripting Completed 100
Task 25 - Version Control and Git Basics Completed 100
Task 26 - Capstone Project – Task Manager Completed 94
Task Status Score
Task 1 - Databases Completed 100
Task 2 - Relational Databases Completed 100
Task 3 - SQL Completed 100
Task 4 - SQLite Completed 100
Task 5 - Capstone Project – Databases Completed 81
Task 6 - Statistics Completed 100
Task 7 - NumPy Basics Completed 94
Task 8 - Datasets and DataFrames Completed 100
Task 9 - Data Visualisation – Approach and Techniques Completed 100
Task 10 - Data Visualisation – Tableau Completed 100
Task 11 - Data Visualisation – Python Libraries Completed 100
Task 12 - Data Cleaning and Preprocessing Completed 100
Task 13 - Exploratory Data Analysis Completed 100
Task 14 - Application of Data Visualisation Completed 100
Task 15 - Capstone Project – Data Analysis Completed 88
Task Status Score
Task 1 - Machine Learning Completed 100
Task 2 - Supervised Learning – Linear Regression Completed 94
Task 3 - Calculus Fundamentals Completed 100
Task 4 - Discrete Maths Completed 100
Task 5 - Capstone Project – Linear Regression in Action Completed 100
Task 6 - Supervised learning – Logistic Regression Completed 100
Task 7 - Supervised learning – Decision Trees Completed 100
Task 8 - Supervised learning – Random Forests Completed 100
Task 9 - Image Processing Completed 100
Task 10 - Capstone Project – Machine Learning Completed 100
Task 11 - Unsupervised Learning – K-means Clustering Completed 100
Task 12 - Unsupervised Learning – Hierarchical Clustering Completed 100
Task 13 - Unsupervised Learning – Principal Component Analysis Completed 100
Task 14 - Capstone Project – Unsupervised Machine Learning Completed 94
Task 15 - Exploring Multivariable Calculus Completed 100
Task 16 - Neural Networks Completed 100
Task 17 - Learning Algorithms Completed 100
Task 18 - Build a Neural Network Completed 100
Task 19 - Recurrent Neural Networks Completed 100
Task 20 - Mastering Sequential Models Completed 100
Task 21 - Capstone Project – Neural Networks Completed 100
Task 22 - Natural Language Processing Completed 100
Task 23 - NLP – Semantic Similarity Completed 100
Task 24 - Capstone Project – NLP Applications Completed 100
99 % Average grade
Your rank

Ranked 12 out of 30 students in their class