People Analytics Courses

Data Science Dojo

TF-IDF - Introduction to Text Analytics with R

Explore TF-IDF for text analytics in R: improve document representation, handle unequal lengths and common terms, implement TF-IDF, and clean data matrices post-weighting.

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

Data Science Dojo

Building Our First Model - Introduction to Text Analytics with R Part 4

Learn to build and evaluate a text classification model using R, covering tokenization, cross-validation, parallel processing, and decision tree training for optimal accuracy in text analytics.

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

Data Science Dojo

Data Pipelines - Introduction to Text Analytics with R Part 3

Explore text analytics pre-processing techniques using R, including tokenization, stop word removal, and stemming. Learn to create document-frequency matrices for machine learning models.

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

Data Science Dojo

Text Analytics Fundamentals - Introduction to Text Analytics with R Part 2

Explore text analytics fundamentals including data splitting, stratified sampling, tokenization, stop words, stemming, and the bag-of-words model for effective machine learning with R.

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

Data Science Dojo

Introduction to Text Analytics with R - Overview

Explore text analytics with R: tokenization, feature engineering, classification models. Learn data cleaning, analysis, and visualization using a spam dataset. Practical introduction for aspiring data scientists.

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

Data Science Dojo

Intro to Big Data, Data Science & Predictive Analytics

Explore the diverse world of big data, data science, and predictive analytics. Gain insights into subfields, real-world applications, and the components of a big data pipeline across various industries.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Free Video

Awesome Open Source

Metabase - A Simple Data Analytics System with Complex Capabilities

Explore Metabase: A free, open-source data analytics platform with intuitive GUI and multi-database support. Learn installation, setup, and usage for powerful, user-friendly data analysis.

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

Keith Galli

How to Generate an Analytics Report in Python

Learn to create professional analytics reports in Python using FPDF. Generate visually appealing PDFs with custom layouts, images, and data visualizations from libraries like Matplotlib and Plotly.

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

Strange Loop Conference

Add ALL the Things - Abstract Algebra Meets Analytics

Explore how abstract algebra principles apply to analytics systems, enhancing distributed and real-time aggregation efficiency through group theory laws and practical coding examples.

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

Alan Turing Institute

AIUK 2022 Workshop - Raphtory: Real-Time Graph Analytics

Explore real-time graph analytics with Raphtory, covering social networks, time-based graphs, and advanced features like historical properties and query languages.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Alan Turing Institute

City Analytics - Professor Peter Grindrod CBE

Explore urban analytics, scaling laws, and data science applications in cities. Discover insights on citizen behavior, political trends, and smart city concepts through mathematical modeling and real-world examples.

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

Open Data Science

Real-Time Analytics and Built-In Machine Learning Models With a Single Database

Explore real-time analytics and machine learning with HTAP databases. Learn to leverage SQL for model building and discover tools for efficient data infrastructure in this hands-on webinar.

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

Open Data Science

Industrial Artificial Intelligence - From Automated Process to Cognitive Analytics

Explore how AI revolutionizes industries through automated processes, cognitive analytics, and predictive maintenance, reshaping manufacturing, supply chains, and decision-making while addressing challenges and opportunities.

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

Open Data Science

Mission Analytics - Common Pitfalls and How to Avoid Them - Delin Shen

Explore common pitfalls in mission analytics and learn strategies to avoid them, focusing on mindset shifts, talent mix, project phasing, and scaling challenges in data-driven organizations.

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

Open Data Science

Data Science Solutions with Cortana Analytics

Comprehensive tutorial on building predictive models using Microsoft Azure Machine Learning, covering data processing, model creation, deployment, and practical applications in various domains.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video