Data Science and Analytics for Finance

Unlock the power of data in finance. From Python and SQL to Power BI and machine learning, our programs are built around real-world financial applications.

About the Training

Mastering Data Driven Finance

Our courses focus on providing a core understanding of data science methods used in building models and acquiring hands-on experience with analytics tools. Data science is an interdisciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge and insights from data in various forms.

Participants will not only be able to save hours by implementing custom-made solutions but also produce code that is intuitive and transferable within their teams.

With Training The Street’s Data Science training, you will be able to:

  • Automate mundane tasks
  • Gain deeper insights from big data sets
  • Design visual dashboards for data communication
Why Data Science

Proficiency in Excel and PowerPoint are not enough to gain a competitive edge in Finance

While Excel and PowerPoint continue to serve as essential foundations for any skilled finance professional, today’s differentiator lies in data science and analytics.

At Training The Street our Data Sciences curriculum has been developed with the world’s largest financial institutions using real-world applications to gain a competitive edge from the use of Big Data.

Fluency in all programs is crucial for modern data analysts and financial professionals to stay competitive. The table to the right summarizes the most effective tools for specific financial and business use cases.

Data Science Tools by Use Case

Use Case Python VBA SQL Power BI Tableau
Automate Tasks in Microsoft applications
Format tables, charts and presentations
File and folder management
Automate emails and reports
Create customized functions for Excel
Data retrieval for exploration
Clean and manipulate large data (1M+ rows)
Create relational data models
Create interactive charts and dashboards
Use visualizations to reveal insights
Web scrape data from websites and APIs
Forecast financial data with machine learning

Fluency across multiple tools maximizes your team's analytical capability.

End-to-end programs for deep credit immersion

Integrated programs combine multiple modules into cohesive, multi-day intensives anchored around a central case study. 

Coding With Python

4 levels of Python training from introductory fundamentals to advanced machine learning algorithms.
  • Introduction to Python and Python Objects
  • Python Data Structures and Control Flow
  • Python Functions and Introduction to NumPy
  • Data Manipulation with Pandas in Python
  • Interactive Visualization with Python
  • Linear Regression and Time Series Analysis with Python
  • Web Scraping with Python
  • Dashboarding with Python
  • Classification Models with Logistic Regressions and Decision Trees
  • Model Selection and Cross-Validation in Python

Data Storytelling

A guide to translating good data into understandable, actionable insights using a narrative structure.

  • Exploring the Difference Between Exploratory and Explanatory Data Analysis
  • Separating Data for Analysis Versus Data for Communicating Insights
  • Storytelling Frameworks and Making Compelling Data Stories
  • Crafting Compelling Data Storytelling Arcs
  • Effective Data Visualizations
  • Using Graphics to Reveal Insights About Data
  • Using Animation to Increase Data Density

Coding with SQL and VBA

Master automation and database querying with hands-on VBA and SQL training.
  • Introduction to VBA and VBA Objects
  • Advanced VBA Objects, Control Flow and Basic Looping
  • Advanced Looping and Charting with VBA
  • Debugging Techniques, File Management, User Forms and Functions
  • Understanding SQL and Relational Databases
  • Data Cleaning, Manipulation and Retrieval with SQL
  • Data Aggregation and Analysis with SQL
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Dashboarding with Power BI and Tableau

Hands-on experience in designing and launching interactive dashboards and reporting with the software of your choice.
  • Connecting and Refining Data
  • Building a Relational Data Model
  • Data Visualization with Reports

Why Training The Street

Experience The Training The Street Advantage

Training The Street’s Data Science & Analytics for Finance program stands as a comprehensive platform that not only educates but also equips professionals with the tools, insights, and expertise necessary to excel in the field of Data Science and Analytics.

Expert-Led Instruction

Industry-leading instructors who bring a wealth of experience in both finance and data science, providing practical insights and real-world expertise.

Augment Learning with AI

Our instructors provide best practices for using language models such as ChatGPT to help with writing code faster and expediating learning curve.

Comprehensive Curriculum

Covering financial data analysis, machine learning, and predictive modeling techniques tailored specifically for the finance industry. Additional self-study data science courses are available to ensure mastery of concepts. 

Accelerated Learning with Interactive Training

Participants code along with instructors to gain practical experience through hands-on application of tools like Python, VBA, SQL, Tableau, and Power BI, enabling you to manipulate and analyze financial data effectively.

Customized Learning Paths

Tailor your learning journey with customizable modules and resources, accommodating various skill levels and professional backgrounds.

Find the Right Format for You

Looking for options for an individual or small group? Explore our Public Courses or browse Self-Study offerings, including the Data Science Bootcamp.

Learn More About Data Science and Analytics Training

To dive deeper into our Data Science and Analytics programs, click below to book a free Data Science consultation. We are happy to discuss content and training topics, duration, and delivery methods to provide a tailored training solution to fit your team’s needs.

Corporate SOlutions

Training The Street creates customized training programs that deliver the right content at the right time to maximize talent development.