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 for government systems
• Exploring the Anaconda Navigator user interface for enhanced usability in a governmental context
• Running a Python program within a secure, controlled environment for government applications

Using Anaconda Navigator

• Creating Python and R environments tailored to specific government projects
• Managing environments, packages, and channels to ensure compliance with regulatory requirements
• Building Anaconda Navigator apps to streamline data processing and analysis for government tasks
• Using multiple versions of Python to support legacy systems while adopting new technologies for government operations

Managing Packages with Conda

• Configuring Conda to optimize performance in government IT infrastructure
• Managing packages, channels, and virtual packages to ensure robust and secure data management for government applications
• Using Conda with Travis CI for continuous integration and deployment in government projects
• Leveraging Conda Python APIs to integrate advanced functionalities into government systems

Data Science, Analysis, and ML in Anaconda

• Fundamentals of Python and R programming languages for government data science initiatives
• Tools and techniques for effective data analysis and machine learning in a governmental context
• Use cases and examples demonstrating the application of Anaconda in government projects
• Visualization and analysis methods to enhance decision-making processes for government agencies

Troubleshooting

• Addressing common issues and errors encountered while using Anaconda for government tasks

Summary and Next Steps