Algorithmic Trading with Python and R Training Course

This instructor-led, live training in [location] (online or onsite) is aimed at data scientists and data analysts who wish to learn how to effectively utilize each tool in the developer tool palette in Alteryx Designer for government. By the end of this training, participants will be able to: - Use and configure all tools within the developer tab. - Design efficient workflows in Alteryx using dynamic, validation, and testing tools. - Utilize API tools to download and parse web data. - Employ Alteryx scripting tools, including Python and R.

This instructor-led, live training (available online or onsite) is aimed at intermediate-level data analysts who wish to understand the theoretical aspects of Cognos 11 and learn how to effectively utilize it for government applications. By the end of this training, participants will be able to: - Understand the differences and enhancements in Cognos 11 compared to Cognos 10. - Utilize the improved data module and data management features for more efficient data handling in their work for government. - Implement best practices for a smooth transition and optimal use of Cognos 11 in public sector workflows.

This instructor-led, live training in US (online or onsite) is aimed at beginner to advanced-level consultants and finance professionals who wish to prepare for the Cognos Analytics certification and gain expertise in financial data analysis, including modules for accounts payable, treasury, and expenses. By the end of this training, participants will be able to: - Navigate and utilize the Cognos Analytics interface efficiently. - Develop and customize financial reports and dashboards. - Manage data models and optimize queries. - Prepare for the Cognos Analytics certification exam, enhancing their capabilities for government and private sector roles.

This instructor-led, live training in US (online or onsite) is designed for data scientists and software engineers who wish to utilize Dask within the Python ecosystem to build, scale, and analyze large datasets for government. By the end of this training, participants will be able to: - Set up the necessary environment to begin building big data processing systems using Dask and Python. - Explore the features, libraries, tools, and APIs available in Dask. - Understand how Dask enhances parallel computing capabilities in Python. - Learn techniques for scaling the Python ecosystem (including Numpy, SciPy, and Pandas) using Dask. - Optimize the Dask environment to ensure high performance when handling large datasets.

This instructor-led, live training in US (online or onsite) is aimed at intermediate-level Python developers and data analysts who wish to enhance their skills in data analysis and manipulation using Pandas and NumPy for government applications.

By the end of this training, participants will be able to:

• Set up a development environment that includes Python, Pandas, and NumPy.
• Create a data analysis application using Pandas and NumPy for government workflows.
• Perform advanced data wrangling, sorting, and filtering operations.
• Conduct aggregate operations and analyze time series data.
• Visualize data using Matplotlib and other visualization libraries.
• Debug and optimize their data analysis code to ensure compliance with public sector governance standards.

This instructor-led, live training (available online or on-site) is designed for developers who aim to utilize the FARM (FastAPI, React, and MongoDB) stack to create dynamic, high-performance, and scalable web applications for government use. By the end of this training, participants will be able to: - Set up a development environment that seamlessly integrates FastAPI, React, and MongoDB. - Understand the fundamental concepts, features, and benefits of the FARM stack. - Learn how to develop REST APIs using FastAPI. - Gain proficiency in designing interactive applications with React. - Develop, test, and deploy both front-end and back-end components of applications using the FARM stack.

This instructor-led, live training (online or onsite) is aimed at developers who wish to use FastAPI with Python to build, test, and deploy RESTful APIs more efficiently and rapidly for government projects. By the end of this training, participants will be able to: - Set up the necessary development environment to create APIs using Python and FastAPI. - Develop APIs more quickly and easily leveraging the FastAPI library. - Understand how to create data models and schemas based on Pydantic and OpenAPI standards. - Integrate APIs with a database using SQLAlchemy. - Implement security and authentication in APIs utilizing FastAPI tools. - Build container images and deploy web APIs to a cloud server for government use.

This instructor-led, live training (online or onsite) is designed for government business analysts who wish to utilize IBM Cognos for data analysis and reporting. By the end of this training, participants will be able to: - Analyze and share insights about data. - Visualize business performance metrics. - Use AI-assisted preparation to cleanse and combine data sources. - Uncover hidden patterns in data using the built-in AI features of IBM Cognos Analytics for government applications.

This instructor-led, live training in US (online or onsite) is aimed at data analysts and data scientists who wish to use Metabase for government to collect, query, and visualize data for business intelligence analysis and reporting. By the end of this training, participants will be able to: - Install and configure Metabase to begin building data visualizations and dashboards. - Learn how to query, aggregate, and visualize data using Metabase. - Utilize the features and tools in Metabase to write SQL queries. - Create analytics charts and dashboards to derive business insights. - Understand best practices and tips for using Metabase effectively, including strategies for resolving common issues.

This instructor-led, live training in US (online or onsite) is aimed at data scientists and developers who wish to use Modin to build and implement parallel computations with Pandas for faster data analysis. By the end of this training, participants will be able to: - Set up the necessary environment to start developing Pandas workflows at scale with Modin. - Understand the features, architecture, and advantages of Modin for government applications. - Differentiate between Modin, Dask, and Ray in terms of their suitability for various data processing tasks. - Perform Pandas operations more efficiently using Modin. - Implement the entire Pandas API and functions to enhance data analysis capabilities.

The Pentaho Open Source BI Suite Community Edition (CE) is a comprehensive business intelligence package designed to support data integration, reporting, dashboards, and load capabilities. This instructor-led, live training aims to help participants fully leverage the features of the Pentaho Open Source BI Suite Community Edition (CE). By the end of this training, participants will be able to: - Install and configure the Pentaho Open Source BI Suite Community Edition (CE). - Understand the core functionalities of Pentaho CE tools and their respective features. - Develop reports using Pentaho CE. - Integrate third-party data sources into Pentaho CE. - Manage big data and analytics within Pentaho CE. **Target Audience:** - Programmers - Business Intelligence Developers **Course Format:** - The course combines theoretical lectures with interactive discussions, practical exercises, and extensive hands-on practice. **Note:** - For customized training tailored to specific needs or for government organizations, please contact us to arrange a personalized session.

Pentaho Data Integration is an open-source data integration tool designed for defining jobs and data transformations.

In this instructor-led, live training, participants will learn how to leverage Pentaho Data Integration's robust ETL capabilities and user-friendly interface to manage the entire big data lifecycle and maximize the value of data within their organization.

By the end of this training, participants will be able to:

• Create, preview, and execute basic data transformations containing steps and hops
• Configure and secure the Pentaho Enterprise Repository for government use
• Harness disparate sources of data to generate a single, unified version of the truth in an analytics-ready format.
• Deliver results to third-party applications for further processing

Audience

• Data Analysts
• ETL Developers

Format of the Course

• Part lecture, part discussion, with exercises and extensive hands-on practice

Pentaho Data Integration is a robust platform for designing enterprise-grade ETL and data pipelines for government. This instructor-led, live training (online or onsite) is designed for advanced-level engineers who wish to master high-performance, enterprise-scale, and highly automated PDI solutions. After completing this course, participants will be equipped to: - Architect large-scale ETL pipelines with advanced orchestration. - Optimize complex transformations for high performance. - Implement scripting, automation, and hybrid integration patterns. - Design robust, maintainable, production-ready workflows. **Format of the Course** - Expert-led demonstrations and architectural discussions. - Extensive lab work on advanced real-world ETL challenges. - Hands-on development in a production-like environment. **Course Customization Options** - Contact us if you require a customized version of this training for government.

Pentaho Data Integration is a platform designed for data extraction, transformation, and loading. This instructor-led, live training (available online or onsite) is targeted at intermediate-level practitioners who seek to enhance their PDI skills for more complex transformation scenarios within government operations. Upon completing this training, participants will be able to: - Design multi-step transformations with improved performance. - Work with variables, parameters, and reusable components. - Integrate PDI with databases, APIs, and external systems. - Apply best practices for maintainable and scalable ETL pipelines in a government context. **Format of the Course** - Interactive demonstrations and instructor explanations. - Guided exercises and scenario-based practice. - Hands-on work in a real-world ETL project environment for government use. **Course Customization Options** - If you need a tailored version of this course to better align with specific government requirements, please contact us to customize it.

**Audience** **Format of the Course** By the end of this training, participants will be able to: In this instructor-led, live training, participants will learn how to manipulate and visualize data using the tools included in the Tidyverse. The Tidyverse is a collection of versatile R packages designed for cleaning, processing, modeling, and visualizing data. Key packages include ggplot2, dplyr, tidyr, readr, purrr, and tibble. - **Target Audience:** - Beginners to the R language - Beginners to data analysis and data visualization - **Course Format:** - Part lecture, part discussion, exercises, and extensive hands-on practice - **Learning Objectives:** - Perform data analysis and create compelling visualizations - Draw meaningful conclusions from various datasets of sample data - Filter, sort, and summarize data to answer exploratory questions - Transform processed data into informative line plots, bar plots, and histograms - Import and filter data from a variety of sources, including Excel, CSV, and SPSS files This training is designed to equip participants with the skills necessary for effective data manipulation and visualization, aligning with the needs and standards required for government data analysis.