Essential Data Science Topics to Real World Applications
Essential Data Science Topics to Real World Applications What is Data Science } Data Science is the science which uses computer science, statistics and machine learning, visualization and human-computer interactions to collect, clean, integrate, analyze, and visualize data. } Goal of Data Science : Turn data into data products. Data Science – Visual Definition Data Science – Why Excitement } Data Science is currently a popular topic in industry due to its applications in: } Quantitative decision making and control. } Identifying risks, opportunities using ‘what-if’ analysis. } Predictive Analytics Data Science – Key Topics } Data Visualization: Finding patterns in Data. v Liner Trend v Clusters etc., } Data Analysis (Exploratory Analysis): Understand Empirical Properties. Statistical Methods are used. v Time Series v Correlation v ANOVA } Data Analytics (Predicti...