Data Protection Courses

How do I ensure I meet the consumer protection provisions of the Corporations Act?

Learn to protect consumers, guided by the Corporations Act.

• OpenLearning
• 2 hours
• Self-Paced
• Paid Course

Gather and Trust the Right Data

Master data acquisition, experiment design, metric selection, and quality assessment to make trustworthy business decisions through targeted searches and A/B testing.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Analyze Data and Avoid Common Pitfalls

Master analytical thinking to interpret data models, question assumptions, spot bias in trends, and transform insights into clear, actionable business decisions.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Creating the base Node.js Word Play Game Data

Discover how to build the foundational data system for an LLM-powered word prediction game using Node.js, from prompt generation to response tokenization.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Building a Dynamic Data Catalog

Master TanStack Query to transform static catalogs into dynamic, searchable interfaces with server-side sorting, pagination, and detailed routing capabilities.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Credential

HBR Guide to Data Analytics Basics for Managers

Discover how to frame sharp questions, partner with data experts, and transform metrics into compelling stories that drive informed decision-making and real team impact.

• CodeSignal
• 6 hours
• Self-Paced
• Free Certificate
• 4 courses

Fundamental Data Structures - Stacks and Queues in Scala

Master fundamental data structures by implementing stacks and queues in Scala, tackling algorithmic challenges, and solving interview-centric problems with practical applications.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Fundamental Data Structures - Linked Lists in Scala

Master Linked Lists in Scala through hands-on implementation, traversal techniques, and algorithmic problem-solving for interview preparation and real-world applications.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Explore foundational data analytics concepts—data structures, quality, governance, visualization, and tools like Excel, Tableau, and Power BI—to transform raw data into actionable business insights.

• VDCI
• 6 hours
• Self-Paced
• $649.00

The Python Data Model & Protocols

Master Python's data model by implementing "dunder" methods to build custom types, enabling seamless iteration, context management, and more Pythonic, expressive code.

• CodeSignal
• 4 hours
• Self-Paced
• Free Certificate

Data Exploration and Baseline Modeling

Explore data analysis and baseline modeling using Pandas, Scikit-Learn, and LightGBM to preprocess features, visualize insights, and benchmark regression models.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Foundations: Music Data and Session Tracking

Build a Flask backend for a smart music player with Pandas data loading, API endpoints for tracks/genres, and user listening session tracking for future recommendations.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Secure Data Handling and Integrity in FastAPI

Discover data integrity, secure file operations, input validation, and protection techniques to prevent vulnerabilities in FastAPI applications.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Storing, Indexing, and Managing Vector Data with Pinecone

Master Pinecone's vector database by setting up indexes, storing embeddings, querying efficiently, and managing large-scale vector data with metadata filtering and consistency techniques.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Credential

Hands-on Approaches to Handling Data Imbalance

Master techniques for handling imbalanced datasets through data preparation, advanced resampling methods, specialized algorithms, and proper evaluation metrics to build robust ML models.

• CodeSignal
• 6 hours
• Self-Paced
• Free Certificate
• 3 courses