Sports Analytics Courses

Hack In The Box Security Conference

Embracing the Uncertainty of Attacks with Big Data Analytics

Exploring big data analytics to combat advanced cyber threats, reduce uncertainty, and transform security programs through intelligence-driven detection approaches and innovative strategies.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Conference Talk

Harness the Power of Analytics, Artificial Intelligence, and Automation to Accelerate

Explore how telcos leverage analytics, AI, and automation to enhance business performance, efficiency, and agility. Industry leaders discuss applications and impacts across organizations.

• YouTube
• 35 minutes
• On-Demand
• Conference Talk

GOTO Conferences

A Tale of Two Clouds - Analytics Platforms at ING

Explore ING's journey in building analytics platforms across two clouds, addressing challenges, tools, and user experience in banking data management and compliance.

• YouTube
• 44 minutes
• On-Demand
• Conference Talk

USENIX

Leveraging Analytics for Technical Efficiency and Enhanced User Experience

Explore innovative analytics-driven services for improved site reliability, including automated outage management, predictive Slackbot solutions, and user engagement optimization through event data analysis.

• YouTube
• 19 minutes
• On-Demand
• Conference Talk

Devoxx

Video Analytics for Football Games

Explore real-time video analytics for football games using Apache Beam, machine learning, and cloud technologies to detect events, track players and ball, and perform game analytics.

• YouTube
• 51 minutes
• On-Demand
• Conference Talk

Devoxx

Fast Data Analytics in 2 Simple Steps

Learn to implement fast, efficient stream processing with a distributed in-memory cache using Java. Discover techniques for analyzing in-memory data and integrating external data sources for high-performance analytics.

• YouTube
• 53 minutes
• On-Demand
• Conference Talk

Data Science Dojo

Introduction to Graph Analytics - Overview of GraphDB

Explore graph analytics fundamentals, use cases, and applications in fraud detection. Learn how graph technology enhances ML approaches and its growing importance in complex data analysis.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Data Science Dojo

A Friendly Introduction to Codeless Deep Learning with KNIME Analytics Platform

Explore codeless deep learning with KNIME Analytics Platform. Learn neural network basics, convolutional networks for computer vision, and build a classification model using KNIME's Keras integration.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Data Science Dojo

Time Series Analysis with the KNIME Analytics Platform - Preprocessing, Alignment, Imputation

Learn time series analysis using KNIME: preprocessing, alignment, imputation, forecasting, and evaluation. Build a demand prediction application with (S)ARIMA and machine learning models through hands-on, codeless examples.

• YouTube
• 1 hour
• On-Demand
• Free Video

Data Science Dojo

Model Optimization - Series Conclusion - Introduction to Text Analytics with R

Optimize text analytics models, explore sensitivity/specificity tradeoffs, and discover resources for further study in R. Learn feature engineering and algorithm selection for improved effectiveness.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Data Science Dojo

Introduction to Text Analytics with R - Pre-Processing Our Test Data

Learn to preprocess test data, cache IDF values, perform SVD projections, and evaluate model effectiveness for text analytics in R. Enhance your skills in handling unseen textual data and making predictions.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Data Science Dojo

Cosine Similarity - Introduction to Text Analytics with R

Explore cosine similarity in text analytics: its mathematical basis, application in document comparison, and effectiveness in feature engineering for R-based text analysis.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Data Science Dojo

Introduction to Text Analytics with R - Model Metrics

Explore advanced model evaluation techniques, including sensitivity and specificity, feature engineering, and improving model performance beyond accuracy in text analytics using R.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Data Science Dojo

Singular Value Decomposition with R - Introduction to Text Analytics with R Part 8

Learn to perform truncated SVD, project TF-IDF vectors into semantic space, compare decision tree and random forest models, and explore random forest tuning using R packages like irlba and caret for text analytics.

• YouTube
• 34 minutes
• On-Demand
• Free Video

Data Science Dojo

VSM, LSA, & SVD - Introduction to Text Analytics with R

Explore advanced text analytics techniques: VSM, LSA, and SVD. Learn to handle high-dimensional data, uncover latent semantic structures, and efficiently map new data in reduced dimensions.

• YouTube
• 38 minutes
• On-Demand
• Free Video