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Project
Introduction to Computer Science and Programming Using Python
Author Expertise Tool Industry
Darryl Buswell Exploratory Analysis Python
Description

Use of Python to develop simple algorithms; apply recursion, debugging, assertions and exceptions; run object oriented programming; and application of decision trees.

Dataset

Project
Processing Big Data with Hadoop in Azure HDInsight
Author Expertise Tool Industry
Darryl Buswell Big Data
Data Management
Hive
Oozie
Pig
Python
Sqoop
Description

Processing of Big Data using tools such as Hadoop, Hive, Oozie, Pig, PowerShell, Python and Sqoop within the Azure HDInsight platform.

Dataset

Project
Querying with Transact-SQL
Author Expertise Tool Industry
Darryl Buswell Data Management MS SQL Server
Description

Querying of tables with SELECT; joining tables; querying multiple tables with joins; using set operators, functions and aggregating data; using subqueries and APPLY; using table expressions; grouping sets and pivoting data; programming; and handling errors and transations within the Transact-SQL platform.

Dataset

Project
Data Science and Machine Learning Essentials
Author Expertise Tool Industry
Darryl Buswell Big Data
Machine Learning
Python
R/R-Studio
Description

Application of machine learning principles (e.g. regression, classification, clustering and recommendation) using tools such as R and Python within the Azure Machine Learning platform.

Dataset

Project
Building Cloud Apps with Microsoft Azure (Part 1)
Author Expertise Tool Industry
Darryl Buswell Data Applications
Description

Creation of web apps using techniques (e.g. automation, continuous integration and continuous delivery) and tools (e.g. Git and Visual Studio) within the Microsoft Azure platform.

Dataset

Project
Pricing Options with Mathematical Models
Author Expertise Tool Industry
Darryl Buswell Option Pricing MS Excel
Description

Application of options and other financial derivatives to risk management; creation of discrete-time, binomial tree, continuous-time, Brownian Motion and Black-Scholes-Merton models; application of Partial Differential Equations, probabilistic and martingale approach; and development of interest rate models and fixed income derivatives.

Dataset

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