About Event

The FDP on “Data Science and Big Data Analytics” is aimed at imparting knowledge and training on the fundamentals of analyzing and visualizatind
data using Python libraries. Python is one of the top 10 popular programming languages and having rich set of libraries for data science and Big Data
Analytics. The basics of python along with libraries will be taught during the training. The participant will get detailed exposure to work in the real-time
research domains like Machine Learning, Deep Learning and Big Data Analytics. The data storage and management will be effectively handled in the cloud
platform. The Google Colab environment and Anaconda Prompt with Spyder IDE and Jupyter Notebook will also be introduced for hands-on / demonstration
purpose. Expert lectures will be delivered by faculty members from Industry and academia. This course will be beneficial to faculty members & research
scholars who intend to do research in the field of processing and analysis of data using advanced techniques.
Day 1: Python for Data Science, Mathematics and Statistics for Data Science
Day 2: Machine Learning and Deep Learning,Working with NoSQL Databases
Day 3: CNN, Recurrent Neural Networks, Autoencoders and Generative Adversarial Neural networks,Healthcare data analysis using Hadoop
Day 4: Data Manipulation using Numpy and Pandas
Day 5: Visualization using Python, matplotlib, Hands on real time applications