14 Oct 2020

PRESS RELEASESYDNEY, 14 OCTOBER 2020 SIXTH WIN FOR MIP - ALTERYX ANZ PARTNER OF THE YEAR ALTERYX, Inc. (NYSE: AYX), a leader in analytic process automation (APATM), awarded MIP Australia the 2020 "Partner of the Year Award". MIP was honoured for providing unparalleled customer service & expertise and expanding the Alteryx footprint in the ANZ region. “In today’s quickly c...

30 Apr 2020

Would you like to be able to accurately predict business outcomes?

Want to leverage your Alteryx skills to gain value from predictive models?

Interested in improving your understanding of Machine Learning?

Predictive analytics is the use of data, statistical algorithms and machine learning techniques to identify the likelihood of future outcomes based on historical data.

The goal is to go beyond knowing what has happened to provide a best assessment of what will happen in the future.

Register for MIP’s training course ‘Deep dive into Data Science with Alteryx’ to learn more.

This hands-on, 1-day course will teach you:

  • Predictive modelling in a business context
  • The mechanics of building models in Alteryx and understanding the data science process
  • The skills required to solve both regression and classification problems
  • Both linear and forest modelling techniques, which underpin most supervised machine learning applications

The training material provides tips from experienced instructors, as well as real-world challenges, to allow you to put into practice the concepts presented in each module.

At the end of this course, you will be equipped with a robust framework to build both linear and classification models using Alteryx and raw data to answer advanced business questions.

Audience

This course is aimed at anyone who currently works with or analyses data and is proficient using Alteryx.
This includes business analysts, data analysts and developers who are looking to take the next step in both their theoretical and practical understanding of Predictive Analytics.

Course Content

Predictive Analytics in a Business Context:

How does predictive analytics fit in amongst other common reporting and analytics:
● Key terms and concepts
● What defines a good predictive model
● The impact of a decision on future performance

Build a Predictive Model in Alteryx:

Practical implementation of a basic linear regression model:
● Alteryx overview and starter files
● Structure of variables and target
● Linear Regression explained
● Other model types
● Alteryx predictive and ML tools

Feature Engineering and Dealing with Missing Data:

How to handle missing and inconsistent data, for better model performance:
● Null values
● One hot encoding
● Label encoding
● Ordinal encoding
● Binary data
● ID and free text fields
● Dates and cyclical data
● Normalising data

Adjustments to the Dataset:

Practical implementation of the above data adjustments.
● Improve dataset
● Variable selections
● Train multiple models
● Implement learnings

Model Accuracy:

● How to measure model accuracy
● Precision and Recall
● Other factors to consider

Model Selection:

● Practical implementation of the above theory
● Justification of best model choice Classification Problems

Differences between regression and classification problems:

● Decision trees explained
● Capstone project

Course Wrap-up and Where to from here:

● Capstone project review
● Alteryx Community and next steps
● Further modules to continue your Data Science journey

04 Mar 2020

PRESS RELEASESYDNEY, 04 March 2019 Tableau Software (NYSE: DATA), the leader in visual analytics, today paid tribute to its technology and channel partners during its Asia Pacific Partner Executive Kick-Off in Singapore. “Tableau’s partners play a vital role to help customers see and understand data. They bring scale, expertise and local knowledge. This is particularly important in...

16 Jan 2020

PRESS RELEASE For immediate distribution SYDNEY, January 2020 MIP Australia is proud to be taking part in this year’s Gartner Data & Analytics Summit. This conference is a highly regarded exhibition dedicated to data and analytics and will be held in Sydney on the 17th-18th February at the ICC Centre. Steven Hitchman, founder and CEO of MIP is looking forward to hosting m...

25 Sep 2019

Over the coming months Glen Bell MIP's Data Governance Specialist will be writing a series of blogs about data governance from a practitioner's perspective. The series will tackle the big questions: How to make a data governance meeting engaging? How to maintain momentum after the initial burst of enthusiasm? How to maintain optimism in the face of cynicism? If you are s...