Posts by Category

• Profiling Top Kagglers 5
• Machine Learning 5
• Competitions 5
• Deep Learning 3
• Stacking 2
• Deployment 2
• Data Visualisation 1

Profiling Top Kagglers

Profiling Top Kagglers: Bestfitting, Currently #1 in the World

13 minute read

Profiling Top Kagglers: Leustagos, Current #7 / Highest #1

8 minute read

Profiling Top Kagglers: KazAnova, New #1 in the World

13 minute read

Profiling Top Kagglers: Gilberto Titericz, New #1 in the World

10 minute read

Profiling Top Kagglers: Owen Zhang, Currently #1 in the World

10 minute read

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Machine Learning

TreeBoosting-03: Why Does XGBoost Win Every Machine Learning Competition?

26 minute read

TreeBoosting-02: Bagging, Random Forests and Boosting

7 minute read

TreeBoosting-01: The Basics of Decision Trees

8 minute read

StatLearning-02: Model Selection and Bias-Variance Tradeoff

2 minute read

StatLearning-01: Introduction to Regression Models

3 minute read

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Competitions

Kalapa’s Credit Scoring Challenge - #13 Solution, 0.2729 Gini Score - [FINAL RESULT: #4/847]

8 minute read

Kalapa’s Credit Scoring Challenge - #17 Solution, 0.22737 Gini Score

5 minute read

Building Top 1% Digit Recognizer Using Improved LeNet5, Augmentation and Ensemble

6 minute read

Agricultural Insurance Marketplace - Top 5 Finalist Melbourne Datathon 2019

less than 1 minute read

Hitting Power in Relation to the Choice of Racket - Melbourne Business Analytics Datathon 2019

less than 1 minute read

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Deep Learning

Accomplishing Deep Learning Specialization

2 minute read

Understanding LSTM

7 minute read

Choosing Activation Functions for Neural Networks

1 minute read

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Stacking

Stacking Made Easy: An Introduction to StackNet by Competitions Grandmaster Marios Michailidis (KazAnova)

24 minute read

A Kaggler’s Guide to Model Stacking in Practice

16 minute read

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Deployment

Docker Certificates from Udemy and LinkedIn

less than 1 minute read

The Simplest Way to Deploy Your Deep Learning Model

4 minute read

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Data Visualisation

What Was Happening in Data Science?

15 minute read

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