1 MARCIA MARSUPIAL 6035 JONES ST ARVADA CO 80004 2 … · Introduction to HPCC Systems 21 NYC Taxi...
Transcript of 1 MARCIA MARSUPIAL 6035 JONES ST ARVADA CO 80004 2 … · Introduction to HPCC Systems 21 NYC Taxi...
1 MARCIA MARSUPIAL 6035 JONES ST ARVADA CO 80004
2 KAREN KANGAROO 5865 W OHIO AVE LAKEWOOD CO 80226
1 MARCIA MARSUPIAL 6035 JONES ST ARVADA CO 80004
2 KAREN KANGAROO 5865 W OHIO AVE LAKEWOOD CO 80226
MARCIA K MARSUPIAL
9170 W 14TH AVE LAKEWOO
D CO 80226
KANGAROO
K
KAREN MARCIA KANGAROO 5865 W OHIO AVE LAKEWOO
D CO 80226
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MACHINE LEARNING
Introduction to HPCC Systems 13
Introduction to HPCC Systems 14
Machine Learning in Daily Life
Introduction to HPCC Systems 15
HPCC SYSTEMS MACHINE LEARNING
Introduction to HPCC Systems 16
Machine Learning on HPCC Systems Platform
Introduction to HPCC Systems 17
Core Bundle
Algorithm Bundle
ML_Core
PBblas
LinearRegression
LogisticRegression
SVMGLM
LearningTrees
K-Means
Using Machine Learning in HPCC Systems
Introduction to HPCC Systems 18
Introduction to HPCC Systems 19New York City Taxi Trips
Introduction to HPCC Systems 20
Had I known, I would book a cab earlier
Prediction
Introduction to HPCC Systems 21
NYC Taxi Data48 GB241M RECORDSJAN 2015 – JUN 201616 MONTHW/ WEATHER INFO
NOTE: The slides introduce you to a sample of the original dataset to keep the instructions simple and precise. The instructions to use the complete dataset is listed in the Appendix.
Data Ingestion
Introduction to HPCC Systems 22
Data Validation
Introduction to HPCC Systems 23
Data Profiling
Profile Result Example
Introduction to HPCC Systems 24
Data Enhancement
Introduction to HPCC Systems 25
Linear Regression
Introduction to HPCC Systems 26
Introduction to HPCC Systems 27
Linear Regression
Introduction to HPCC Systems 28
Linear Regression
Introduction to HPCC Systems 29
Linear Regression
Linear Regression
Introduction to HPCC Systems 30
Logistic Regression
Introduction to HPCC Systems 31
Logistic Regression
Introduction to HPCC Systems 32
Logistic Regression
Introduction to HPCC Systems 33
Logistic Regression
Introduction to HPCC Systems 34
Logistic Regression
Introduction to HPCC Systems 35
Logistic Regression
Introduction to HPCC Systems 36
HPCC Systems KSU Hackathon 2019
Introduction to HPCC Systems 37
https://hpccsystems.com/hpccsummit2019
Before Hackathon
1. Register ECL Cloud IDE on Campus https://ide.hpccsystems.com/auth/login
2. Try the NY Taxi Trip Tutorial in ECL Cloud IDEhttps://github.com/lilyclemson/KSU_Hachathon2019
Introduction to HPCC Systems 38
More Information
1. Introduction of HPCC Systems Machine Learning Library
2. HPCC Systems Machine Learning Library on Github
3. Myriad Interface Tutorial
4. HPCC-Systems-Summit-2019
Introduction to HPCC Systems 39
Introduction to HPCC Systems 40
Appendix
This tutorial is based on a sample set of the original data. For the complete information about the original tutorial, please see details in
below Github Repository
https://github.com/lilyclemson/Solutions-ECL-Training/tree/master/Taxi_Tutorial