Published May 11, 2019

NCAA Predictions on Spark

Laura Edell, a senior data scientist at Microsoft, delves into her NCAA Final Four prediction model, leveraging Azure Databricks and Spark, while also exploring the integration of machine learning with business strategy and the pivotal role of feature selection in AI.

Episode Highlights

Topics covered

Episode Highlights

Related Episodes

Election Predictions
Answers 383 questions
Opportunities for Skillful Weather Prediction
Answers 383 questions
Azure Databricks
Answers 383 questions
Machine Learning Done Wrong
Answers 383 questions
Data science tools and other announcements from Ignite
Answers 383 questions
Predicting Stock Prices
Answers 383 questions
ML Ops
Answers 383 questions
Applied Data Science in Industry
Answers 383 questions
ML Ops Best Practices
Answers 383 questions
Jumpstart Your ML Project
Answers 383 questions
Serverless NLP Model Training
Answers 383 questions
The Computational Complexity of Machine Learning
Answers 383 questions
Graph Transformations
Answers 383 questions
Transfer Learning
Answers 383 questions
Reproducing Deep Learning Models
Answers 383 questions

Dexa/Kyle Polich

NCAA Predictions on Spark

Topics covered

Popular Clips

NCAA Data Sets

Deep Learning Debate

From Databricks to Container

Advancing Sports Machine Learning

Interesting Forecasting Accommodation

Active Learning and Model Evaluation

Building and Deploying Models

Microsoft's Machine Learning Framework

Bridging the Gap

Machine Learning in the Cloud

Episode Highlights

NCAA Model Insights

Machine Learning Technologies

AI and Business Strategy

Related Episodes

Election Predictions

Opportunities for Skillful Weather Prediction

Azure Databricks

Machine Learning Done Wrong

Data science tools and other announcements from Ignite

Predicting Stock Prices

ML Ops

Applied Data Science in Industry

ML Ops Best Practices

Jumpstart Your ML Project

Serverless NLP Model Training

The Computational Complexity of Machine Learning

Graph Transformations

Transfer Learning

Reproducing Deep Learning Models

NCAA Predictions on Spark

Topics covered

Popular Clips

Episode Highlights

NCAA Model InsightsLaura Edell, a senior data scientist at Microsoft, discusses her innovative NCAA Final Four prediction model. She highlights the use of Azure Databricks, Spark, and unique data insights to enhance predictive accuracy.

NCAA Model Insights

Machine Learning TechnologiesThe integration of Azure and Spark technologies is transforming machine learning model development and deployment. Laura Edell discusses how these tools enhance efficiency and accessibility for data scientists.

Machine Learning Technologies

AI and Business StrategyThe conversation shifts to the significance of feature selection in AI, where Laura Edell shares insights on balancing machine learning with human expertise. She also explores how data science can effectively connect with business needs through strategic collaboration.

AI and Business Strategy

Related Episodes