Anaconda Ecosystem for Data Scientists Training Course

Introduction

• Overview of Anaconda features and components for government use
• Core concepts and terminologies relevant to public sector operations

Getting Started

• Installing Anaconda in a secure, compliant environment
• Navigating the Anaconda Navigator user interface for efficient workflows
• Executing a Python program to support government tasks

Using Anaconda Navigator

• Creating and managing Python and R environments tailored for government projects
• Handling environments, packages, and channels to ensure data integrity and security
• Developing custom applications within the Anaconda Navigator framework for government use
• Utilizing multiple versions of Python to support diverse project requirements in the public sector

Managing Packages with Conda

• Configuring Conda to align with government IT policies and standards
• Managing packages, channels, and virtual packages for seamless integration into government systems
• Leveraging Conda with Travis CI for automated testing and deployment in government workflows
• Utilizing Conda Python APIs to enhance automation and efficiency in government projects

Data Science, Analysis, and ML in Anaconda

• Fundamentals of Python and R for data-driven decision-making in the public sector
• Tools and techniques for data analysis and machine learning tailored for government applications
• Use cases and examples demonstrating effective use of Anaconda in government projects
• Visualization and analysis methods to support transparent and accountable governance

Troubleshooting

Summary and Next Steps