Syllabus

This Postgraduate certificate covers financial data analysis and visualization using Plotly and Google Data Studio. In addition, it covers time series analysis, exploring models for forecasting. Correlation, causation and advanced visualization techniques are also covered, including tools such as Plotly and Dash. The academic itinerary ends with practical projects and applications in Artificial Intelligence for financial analysis. All of this is 100% online and supported by the innovative Relearning system.  

You will master the advanced techniques of Financial Data Visualization, which will allow you to create dashboards for stakeholders to assimilate the most complex terms”

Syllabus

The Postgraduate certificate in Financial Data Analysis and Visualization with Plotly and Google Data Studio from TECH is an intensive program that will prepare you to successfully face economic decisions in the financial sector.

This program has been designed by recognized experts in the use of Artificial Intelligence in the Financial Department. Therefore, the teaching materials will cover issues ranging from the analysis or prediction of economic data to the use of specialized software such as Plotly, NewtworkX or Google Data Studio.

Students will develop skills to manage large volumes of financial information and communicate their findings through interactive graphics. In this way, they will optimize strategic decision making through the most sophisticated Machine Learning techniques.

This Postgraduate certificate is developed over 6 weeks and is structured into 1 module: 

Module 1. Financial Data Analysis and Visualization with Plotly and Google Data Studio 

Where, When and How is it Taught?

TECH offers the possibility of developing this Postgraduate certificate in Financial Data Analysis and Visualization with Plotly and Google Data Studio completely online. During the 6 weeks of the specialization, the student will be able to access all the contents of this program at any time, which will allow them to self-manage their study time.

Module 1. Financial Data Analysis and Visualization with Plotly and Google Data Studio 

1.1. Fundamentals of Financial Data Analysis 

1.1.1. Introduction to Data Analysis 
1.1.2. Tools and Techniques for Financial Data Analysis 
1.1.3. Importance of Data Analysis in Finance 

1.2. Techniques for Exploratory Analysis of Financial Data 

1.2.1. Descriptive Analysis of Financial Data 
1.2.2. Visualization of Financial Data with Python and R 
1.2.3. Identifying Patterns and Trends in Financial Data 

1.3. Financial Time Series Analysis 

1.3.1. Fundamentals of Time Series 
1.3.2. Time Series Models for Financial Data 
1.3.3. Time Series Analysis and Forecasting 

1.4. Correlation and Causality Analysis in Finance 

1.4.1. Correlation Analysis Methods 
1.4.2. Techniques for Identifying Causal Relationships 
1.4.3. Applications in Financial Analysis 

1.5. Advanced Visualization of Financial Data 

1.5.1. Advanced Data Visualization Techniques 
1.5.2. Tools for Interactive Visualization (Plotly, Dash) 
1.5.3. Use Cases and Practical Examples 

1.6. Cluster Analysis in Financial Data 

1.6.1. Introduction to Cluster Analysis 
1.6.2. Applications in Market and Customer Segmentation 
1.6.3. Tools and Techniques for Cluster Analysis 

1.7. Networks and Graph Analysis in Finance 

1.7.1. Fundamentals of Network Analysis 
1.7.2. Applications of Graph Analysis in Finance 
1.7.3. Tools for Network Analysis (NetworkX, Gephi) 

1.8. Text and Sentiment Analysis in Finance 

1.8.1. Natural Language Processing (NLP) in Finance 
1.8.2. Sentiment Analysis in News and Social Media 
1.8.3. Tools and Techniques for Text Analysis 

1.9. Financial Data Visualization and Analysis Tools with Artificial Intelligence 

1.9.1. Python Data Analysis Libraries (Pandas, NumPy) 
1.9.2. Visualization Tools in R (ggplot2, Shiny) 
1.9.3. Practical Implementation of Analysis and Visualization 

1.10. Projects and Practical Applications of Analysis and Visualization 

1.10.1. Development of Financial Data Analysis Projects 
1.10.2. Implementation of Interactive Visualization Solutions 
1.10.3. Evaluation and Presentation of Project Results 

You will meet your objectives with the support of TECH's multimedia resources, such as interactive summaries, specialized readings and explanatory videos. Enroll now!”

Teaching Objectives

Through this Postgraduate certificate, professionals will acquire skills to manage large volumes of financial data, from its collection to its processing and analysis. In this way, graduates will handle technological tools such as Plotly and Google Data Studio to extract valuable conclusions that contribute to strategic decision making. At the same time, experts will create both interactive graphics and dashboards, allowing them to visually communicate their findings to improve both transparency and understanding of the most abstract concepts.

You will be able to automate periodic reports using the latest digital tools to streamline the presentation of Financial Data” 

TECH makes the goals of their students their own goals too
Working together to achieve them

Postgraduate certificate in Financial Data Analysis and Visualization with Plotly and Google Data Studiowill enable students to:

  1. Apply Artificial Intelligence techniques in financial decision making 
  2. Develop predictive models for financial risk management 
  3. Optimize the allocation of financial resources using AI algorithms 
  4. Automate routine financial processes using machine learning 
  5. Implement natural language processing tools for financial data analysis 
  6. Design recommender systems for the financial sector 
  7. Analyze large volumes of financial data using Big Data techniques 
  8. Evaluate the impact of Artificial Intelligence on companies' profitability 
  9. Improve financial fraud detection with the use of Artificial Intelligence 
  10. Create financial asset valuation models using Artificial Intelligence 
  11. Develop financial simulation tools based on Artificial Intelligence algorithms 
  12. Apply data mining techniques to identify financial patterns 
  13. Develop optimization models for financial planning 
  14. Use neural networks to improve prediction of market trends 
  15. Develop Artificial Intelligence-based solutions for financial product personalization 
  16. Implement Artificial Intelligence systems for automated investment decision making 
  17. Develop analytical capabilities to interpret the results of financial AI models 
  18. Investigate the use of Artificial Intelligence in financial regulation and compliance 
  19. Develop Artificial Intelligence solutions to reduce costs in financial processes 
  20. Accurately analyze financial time series and detect both historical trends and recurring patterns 

Postgraduate Certificate in Financial Data Analysis and Visualization with Plotly and Google Data Studio

In today's financial world, the ability to effectively analyze and visualize data is critical to strategic decision making. Clear and understandable visualization of financial information not only facilitates the interpretation of complex data, but also enables organizations to identify opportunities and risks more quickly. TECH Global University's Postgraduate Certificate in Financial Data Analysis and Visualization with Plotly and Google Data Studio is designed to equip you with the skills necessary to master these tools and apply their potential in the financial arena. This program is offered through online classes, which will allow you to access the content from anywhere and at any time that best suits your routine. Throughout the course, you will learn how to use Plotly to create interactive visualizations that transform financial data into meaningful and easy-to-understand charts. In addition, Google Data Studio will provide you with the necessary tools to integrate and visualize data from various sources, facilitating deeper and more collaborative analysis.

Analyze Financial Data with the best technology tools

TECH Global University is committed to providing you with a high quality, practice-oriented education. Expert instructors in the field will guide you through practical exercises and case studies that reflect real scenarios, ensuring that you gain valuable experience in the use of these tools. This practical approach will allow you to apply the acquired knowledge immediately in your work environment, optimizing your financial analysis processes. Upon completion of this course, you will be prepared to excel in the financial sector, using Plotly and Google Data Studio to generate effective visualizations that drive informed decision making. With the support of the best digital university in the world, you will be able to take your career to the next level, becoming a highly skilled professional in financial data analysis and visualization. Take advantage of the opportunity to acquire skills that are increasingly in demand in the business world. Enroll now!