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. |
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Dataset | |||
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Processing Big Data with Hadoop in Azure HDInsight | |||
Author | Expertise | Tool | Industry |
Darryl Buswell |
Big Data Data Management |
Hive Oozie Pig Python Sqoop |
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Description | |||
Processing of Big Data using tools such as Hadoop, Hive, Oozie, Pig, PowerShell, Python and Sqoop within the Azure HDInsight platform. |
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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. |
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Dataset | |||
Project | |||
Data Science and Machine Learning Essentials | |||
Author | Expertise | Tool | Industry |
Darryl Buswell |
Big Data Machine Learning |
Python R/R-Studio |
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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. |
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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. |
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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. |
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Dataset | |||