People Analytics Courses

Why Do People Get Cancer, How It Spreads, and How to Prevent It

Explore cancer's origins, spread mechanisms, and prevention strategies. Discover how epithelial-mesenchymal transition enables metastasis and stem cell properties in cancer cells.

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

Microcredential

Google Advanced Data Analytics

Expand your data analytics skills with hands-on projects using Jupyter Notebook, Python, and Tableau. Prepare for senior roles through advanced topics like machine learning and predictive modeling.

• Coursera
• On-Demand
• Paid Course
• 7 courses

Microcredential

Google Data Analytics (PT)

Desenvolva habilidades em análise de dados com treinamento do Google. Aprenda coleta, transformação e organização de dados para tomar decisões informadas e prepare-se para uma carreira promissora na área.

• Coursera
• On-Demand
• Paid Course
• 8 courses

Why Some People Worry Their Partners Cheat

Relationship coach Katrin Berndt explores why people fear infidelity and offers insights on overcoming anxiety to enjoy healthy partnerships, even in the face of uncertainty.

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

MeasureSchool

The No-Bullshit Guide to Google Analytics 4

Comprehensive guide to Google Analytics 4: installation, configuration, tracking, data analysis, and actionable insights for online businesses. Hands-on approach with practical tips and resources.

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

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

Data Science Dojo

N-Grams - Introduction to Text Analytics with R

Explore N-grams in text analytics, including TF-IDF validation, word ordering, dimensionality challenges, and hardware limitations. Enhance your R-based text analysis skills.

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