Introduce el texto aquí

Introduce el texto aquí

1. study analysis and data to find patterns and trends to find projections

2. Data Analytics

   • inspect, review, understand and model data to interpret it into patterns to support decision making
   • Frankenfield, J. (2023). Data Analytics: What It Is, How It's Used, and 4 Basic Techniques. Investopedia. https://www.investopedia.com/terms/d/data-analytics.asp#:~:text=Key%20Takeaways-,Data%20analytics%20is%20the%20science%20of%20analyzing%20raw%20data%20to,make%20more%20strategically-guided%20decisions.

3. Big Data

   • extremely large data set whose analysis is very difficult with traditional tools
   • ¿Qué es el big data? (n.d.). https://www.oracle.com/mx/big-data/what-is-big-data/

4. Data science is related in both films by creating a projection of current conditions to evaluate a possible future, for example, in the film "margin call" they deduced the bankruptcy of the company.

5. CRISP DM Methodology

   • Bussines Understanding
     • Identify, define, and understand the business goals and requirements
   • Data Understanding
     • Explore, assess, and gather the most relevant data to understand and identify patterns
   • Data Preparation
     • Remove incorrect or missing data, organize or transform it, and clean it to achieve a cleaner reading
   • Modeling
     • Appropriate modeling techniques and algorithms are chosen to address the project objectives
   • Evaluation
     • Once the models have been constructed, they are evaluated to determine their effectiveness. This is done using appropriate metrics and tests to measure the model's performance based on business objectives
   • Deployment
     • Successful models are deployed in the production environment
   • Hotz, N. (2023, January 19). What is CRISP DM? - Data Science Process Alliance. Data Science Process Alliance. https://www.datascience-pm.com/crisp-dm-2/