Julian McAuley

McAuley has been an Assistant Professor in the Computer Science Department at the University of California, San Diego since 2014. Previously he was a postdoctoral scholar at Stanford University after receiving his PhD from the Australian National University in 2011. His research is concerned with developing predictive models of human behavior using large volumes of online activity data.

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Deploying Machine Learning Models (Coursera)

May 13th 2024
Deploying Machine Learning Models (Coursera)
Course Auditing
Coursera
University of California, San Diego
Categories
Data Science
Statistics & Data Analysis
Effort
Mixed
4 Weeks
1-4 Hours/Week
Languages
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish
Deploying Machine Learning Models (Coursera)
In this course we will learn about Recommender Systems (which we will study for the Capstone project), and also look at deployment issues for data products. By the end of this course, you should be able to implement a working recommender system (e.g. to predict ratings, or generate lists [...]
Python Data Products for Predictive Analytics Specialization
Machine Learning Models
Machine Learning
Python Programming
Python
Big Data
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May 13th 2024
Course Auditing
Coursera
University of California, San Diego
Data Science
Statistics & Data Analysis
Mixed
4 Weeks
1-4 Hours/Week
41.00 EUR/month
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish

Meaningful Predictive Modeling (Coursera)

May 13th 2024
Meaningful Predictive Modeling (Coursera)
Course Auditing
Coursera
University of California, San Diego
Categories
Statistics & Data Analysis
Data Science
Effort
Intermediate
4 Weeks
1-4 Hours/Week
Languages
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish
Meaningful Predictive Modeling (Coursera)
This course will help us to evaluate and compare the models we have developed in previous courses. So far we have developed techniques for regression and classification, but how low should the error of a classifier be (for example) before we decide that the classifier is "good enough"? Or [...]
Python Data Products for Predictive Analytics Specialization
Predictive Modeling
Validation
Training
Testing
Coursera Plus
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May 13th 2024
Course Auditing
Coursera
University of California, San Diego
Statistics & Data Analysis
Data Science
Intermediate
4 Weeks
1-4 Hours/Week
42.00 EUR/month
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish

Basic Data Processing and Visualization (Coursera)

May 13th 2024
Basic Data Processing and Visualization (Coursera)
Course Auditing
Coursera
University of California, San Diego
Categories
Data Science
Statistics & Data Analysis
Effort
Intermediate
5-12 Weeks
1-4 Hours/Week
Languages
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish
Basic Data Processing and Visualization (Coursera)
This is the first course in the four-course specialization Python Data Products for Predictive Analytics, introducing the basics of reading and manipulating datasets in Python. In this course, you will learn what a data product is and go through several Python libraries to perform data retrieval, processing, and visualization. [...]
Python Data Products for Predictive Analytics Specialization
Data Processing
Data Visualization
DataViz
Python
Python Libraries
Web Scraping
Coursera Plus
View more details
May 13th 2024
Course Auditing
Coursera
University of California, San Diego
Data Science
Statistics & Data Analysis
Intermediate
5-12 Weeks
1-4 Hours/Week
41.00 EUR/month
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish

Design Thinking and Predictive Analytics for Data Products (Coursera)

May 13th 2024
Design Thinking and Predictive Analytics for Data Products (Coursera)
Course Auditing
Coursera
University of California, San Diego
Categories
Data Science
Statistics & Data Analysis
Effort
Intermediate
5-12 Weeks
1-4 Hours/Week
Languages
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish
Design Thinking and Predictive Analytics for Data Products (Coursera)
This is the second course in the four-course specialization Python Data Products for Predictive Analytics, building on the data processing covered in Course 1 and introducing the basics of designing predictive models in Python. In this course, you will understand the fundamental concepts of statistical learning and learn various [...]
Python Data Products for Predictive Analytics Specialization
Design Thinking
Predictive Analytics
Data Analysis
Data Products
Coursera Plus
View more details
May 13th 2024
Course Auditing
Coursera
University of California, San Diego
Data Science
Statistics & Data Analysis
Intermediate
5-12 Weeks
1-4 Hours/Week
42.00 EUR/month
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish