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This one-day course introduces the foundations of data analytics and knowledge discovery methods. You will start with an introduction to broad data analytics concepts and software for creating data science applications and services. This is followed by an exploration of CRISP-DM, a robust approach to planning a project. The course also covers data pre-processing and sampling techniques, such as importing libraries, checking for missing values and standardising data. The course concludes with the process of evaluating predictive modelling results.
Data and data preparation.
A classifier: decision trees and their evaluation
Businesses are embracing the power of data and technology for a multitude of areas. Course participants may include individuals and organisations looking to improve their use of big data for decision making.
Complete your core studies for the ARITA Advanced Certification program with this foundation course.
Gain the insight of practising barristers to enhance your individual study for the NSW Bar exam.
Learn tools, processes and methodologies to help you adapt to disruption and complex problems.
Link copyright and human rights and understand the impact on issues like access to education
Module 2: Broaden your toolkit of techniques and bring creativity to your approach to public participation.
Module 1: Understand the steps for effectively planning your approach to engaging the public.