Business Data Scientist Training
Business Data Scientist Training
Course Description:
Nowadays companies highly rely on the creation, accumulation and especially analysis of data from their daily operations and transaction. Organizations start realizing the importance of big data skills and the demand of data scientists keeps increasing over the years. Business Data Scientist requires knowledge of business process, operations and functions. In addition, Business Data Scientist should know how to use commercial tools such as Excel, Tableau, etc, to examine the data, generate basic report, uncover business insights and help business make better decisions. Lastly, Business Data Scientist should also possess programming skills in at least one of these popular languages, for example Python, R and SAS, build machine learning models and conduct analyses in a variety of applications such as text mining, social media mining, etc.
Course Contents
Business Data Scientist: 100 hours
Advanced business process and data applications
Fundamentals in Python
Advanced Data Visualization in Python
Advanced Modeling in Machine Learning — Unsupervised Learning
Advanced Modeling in Machine Learning — Supervised Learning
Advanced Modeling in Machine Learning — Model Selection
Text Mining in Python — Text Pre-processing
Text Mining in Python — Text Mining
Final project — Data Ingestion
Final project — Data pre-processing
Final project — Data Analysis and Model Building
Final project — Data Visualization and Presentation
