Duke University Courses

Advanced Data Engineering

Master advanced data engineering techniques for handling large-scale datasets, optimizing workflows, and implementing cutting-edge tools like Celery, Apache Airflow, and specialized databases for efficient data operations.

• Coursera
• 23 hours 5 minutes
• On-Demand
• Free Online Course (Audit)

Financial Risk Management with R

247 ratings at Coursera

Learn to calculate portfolio returns and quantify market risk using R, focusing on Value-at-Risk and Expected Shortfall for financial market analysis in various institutions.

• Coursera
• 14 hours 39 minutes
• On-Demand
• Free Online Course (Audit)

Python and Pandas for Data Engineering

215 ratings at Coursera

Learn Python and Pandas for data engineering, covering environment setup, data manipulation, and analysis. Gain hands-on experience with Jupyter, Vim, and VS Code while exploring essential Python concepts and Pandas operations.

• Coursera
• 2 days 3 hours 52 minutes
• On-Demand
• Free Online Course (Audit)

Financing for Startup Businesses

206 ratings at Coursera

Explore startup financing strategies, cap table management, and innovative funding methods like crowdfunding. Learn about fintech disruptions in credit scoring and new experimental financing forms.

• Coursera
• 6 hours 36 minutes
• On-Demand
• Free Online Course (Audit)

Python Essentials for MLOps

196 ratings at Coursera

Master Python essentials for MLOps: data handling, functions, testing, Pandas, NumPy, and APIs. Gain practical skills for automating ML workflows and building robust data pipelines.

• Coursera
• 1 day 19 hours 7 minutes
• On-Demand
• Free Online Course (Audit)

Managing Machine Learning Projects

194 ratings at Coursera

Learn to identify ML opportunities, organize projects, handle data, design systems, and manage model lifecycles for successful machine learning implementations.

• Coursera
• 18 hours 6 minutes
• On-Demand
• Free Online Course (Audit)

Data Science with NumPy, Sets, and Dictionaries

Master NumPy, sets, and dictionaries for data science. Gain hands-on experience in data manipulation, analysis, and visualization. Develop skills in vectorization, randomization, and image processing for real-world applications.

• Coursera
• 1 day 6 hours 44 minutes
• On-Demand
• Free Online Course (Audit)

Interacting with the System and Managing Memory

170 ratings at Coursera

Explore advanced C programming techniques, including user interaction, file handling, dynamic memory allocation, and large-scale project development, culminating in a Monte Carlo poker simulation.

• Coursera
• 23 hours 16 minutes
• On-Demand
• Free Online Course (Audit)

Databricks to Local LLMs

Master Databricks for data engineering and analytics, plus run local LLMs like Mixtral using Hugging Face Candle and Mozilla llamafile for advanced AI workflows.

• Coursera
• 1 day 3 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

Rust for DevOps

Gain practical Rust skills for DevOps, including containerization, observability, and automation. Build robust applications using DevOps workflows and implement CI/CD pipelines.

• Coursera
• 18 hours 42 minutes
• On-Demand
• Free Online Course (Audit)

Python and Rust with Linux Command Line Tools

Learn to build efficient command-line tools using Python and Rust, covering basics to advanced topics like subcommands, argument parsing, and AWS Lambda integration for automation and utility development.

• Coursera
• 20 hours 19 minutes
• On-Demand
• Free Online Course (Audit)

Stress First Aid for Healthcare Workers: A Peer Support Tool

Learn peer support techniques to recognize, address, and prevent stress reactions in healthcare settings, promoting recovery and well-being among colleagues.

• Coursera
• 12 hours 49 minutes
• On-Demand
• Free Online Course (Audit)

DevOps, DataOps, MLOps

120 ratings at Coursera

Master MLOps: Build AI solutions using Python and Rust. Learn DevOps, DataOps, and MLOps pipelines. Apply pre-trained models, simulations, and GPU acceleration for real-world machine learning problems.

• Coursera
• 1 day 20 hours 38 minutes
• On-Demand
• Free Online Course (Audit)

Linux and Bash for Data Engineering

117 ratings at Coursera

Master Linux and Bash essentials for data engineering tasks. Learn file management, shell scripting, and command-line tools to enhance your development environment and solve common data problems efficiently.

• Coursera
• 2 days 17 hours 19 minutes
• On-Demand
• Free Online Course (Audit)

Cloud Virtualization, Containers and APIs

115 ratings at Coursera

Design Cloud-native systems using virtual machines, containers, and microservices. Learn Flask, Kubernetes, and effective operations. Build a containerized Flask app with continuous deployment to AWS, Azure, or GCP.

• Coursera
• 1 day 7 hours 7 minutes
• On-Demand
• Free Online Course (Audit)