Introduction, Installation of MySQL, Basics of SQL, Modifying Database Structures, Importing and Exporting Data, Data Analytics, Combining Multiple Tables, Advance SQL, SQL vs. NoSQL.
Introduction to Data Visualization, Data Visualization Tools, Introduction to Tableau, Data Loading in Tableau, Data Joining and Blending in Tableau, Advance Data Preparation, Bar Charts in Tableau, Line Chart in Tableau, Pie Chart in Tableau, Map and Scatter Plots, Basic Dashboard, Advance Dashboard, Tableau Public.
Introduction of Python, Data Types in Python, Files, I/O, Classes and Objects, Numpy, Pandas, Dealing with Different Datasets, Data Visualization Library in Python and Statistical Functions, Data Manipulation in python, Python with Databases, Web Scraping, Middleware in Python.
Introduction to Data Science, Introduction to Statistics, Basic Statistical Concepts, Introduction to Probability and Distributions, Descriptive Statistics, Inferential Statistics, Parametric Test.
Introduction to Machine Learning, Techniques of Machine Learning, ML Model Building Recipe, Regression, Classification, Clustering, Model Improvement, Recommendation Systems, Artificial Neural Networks and Deep Learning.
IIT Bombay Allumini | Completed MS, Computer Science from Loyola University of Chicago | 2 decades of corporate and teaching experience as Data Scientist which includes Tata Research Development and Design Centre | Expertise in Artificial Intelligence, Machine Learning, Computer Vision (Image and Video Processing), Natural Language Processing, Remote Sensing, Cognitive Computing, Cloud Computing.
Completed Bachelor of Technology - BTech focused in Computer Science from SVKM's Narsee Monjee Institute of Management Studies (NMIMS) | Certified Data Scientist | Skilled in Data Science, Machine Learning, Deep Learning and Computer vision.
Trained 2,000+ students pan India (Mumbai, Pune, Delhi, Bangalore,Hyderabad)
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