The objective of the Data Science Professional program is to equip you with the necessary tools and techniques in understanding the modern business of data and data technologies. These skills will enable you to gather data, process data, and visualize the data at an advanced level.
Areas To Be Covered:
1. R for Data Science modules; SQL for Data Science modules; and Python for Data Science modules.
2. Exploring, Analyzing and Visualizing data from varied sources for patterns and trends key to businesses.
3. Training Machine Learning Classifiers using different algorithmic techniques from the Scikit Learn Library such as Decision Trees and Logistic Regression.
4. Re-segmenting customer markets using K-Means and Hierarchical algorithms for better alignment of products and services to customer needs.
5. Discovering hidden customer behaviors from Association Rules and build a Recommendation Engine based on behavioral patterns.
6. Investigating relationships between people and business entities using Social Network Analysis and building predictive models of revenue and other numerical variables using Linear Regression.
Duration and Mode of Training:
• Training Duration: 114 Hours / 18 Weeks.
• Mode of Training: Online or Physical.