Virtual course of: CFI |
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Data science allows us to generate insights based on data. In this Data Science Fundamentals course, we'll give you an overview of why data science and how it's used in the business and financial world. We will go through the data science cycle of how to build machine learning models to make predictions.
Data science allows us to generate insights based on data. In this Data Science Fundamentals course, we'll give you an overview of why data science and how it's used in the business and financial world. We will go through the data science cycle of how to build machine learning models to make predictions.
First, we'll discuss exploratory data analysis, feature selection, feature engineering, and other common methods for understanding and preparing data for analysis. Then we will explore some different algorithms used for supervised and unsupervised machine learning models. We will also discuss how to use validation/resampling techniques to train and test the data. Finally, we will explore evaluation techniques to evaluate model performance and improve the model based on evaluation results. We will demonstrate the data science cycle using a real life scenario.
Upon completion of this course, you will be able to:
the next show Business Intelligence & Data Analyst (BIDA)™ of CFI will cover all the basic, intermediate and advanced topics on business intelligence and data analysis. This program will teach you the quantitative methods used in the finance industry and capital markets. It is ideal for students who want to learn how to analyze complex data.
Common career paths for students taking the BIDA™ program are business intelligence, asset management, data analyst, quantitative analyst, and other financial careers.
Students can sign up for updates and reserve a place in the Business Intelligence & Data Analyst (BIDA)™ program.
This Data Science Fundamentals course is perfect for anyone who wants to improve their understanding of data analytics and machine learning. This course is designed to equip anyone who wants to start a career in data analytics, quantitative analytics, business intelligence, or other areas of business and finance.
Graduated from the best universities, working in investment banks, accounting firms.
CFI has been accredited by the BBB (Better Business Bureau) with the highest rating of its rating: A+
Both individual students and their corporate clients come from the world's leading banks and companies.
CFI's online courses count as verifiable CPE credits for CPAs and other accounting designation holders.
Corporate Finance Institute® (IFC) is a leading global provider of online financial modeling and valuation courses. Since 2016, Corporate Finance Institute CFI programs and certifications have been delivered to more than 800.000 individuals at top universities, investment banks, accounting firms, and operating companies around the world.
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