Workshop on Data Science with Artificial Intelligence in kolkata
The world is in the age of analytics becoming more data driven by the day. Scientific data analysis has become all – pervasive making it one of the fastest growing and most profoundly important fields in management. In this workshop course we combine conceptual knowledge of Artificial Intelligence with extensive experience of applying it to real-world data. You will develop skills in applying data science to make production leveraging the information hidden in numerical, textual and categorical data. The emphasis is on learning hands-on techniques to maximize the predictive performance of data science workflows. After building a solid foundation in the data science stack, we focus on the different types of features sources for artificial intelligence.
Course Objective:
At the end of the program, delegates will be able to: Set up an integrated analysis pipelines for building reliable and repeatable data science with Artificial Intelligence Write programs to access the various data science tools, document and automate analytic processes using the python standard library. Concisely express high performance computation and numerical analyses using Scipy. Effectively load, clean, normalize, aggregate and transform data using Pandas. Use specific regression, classifications and clustering algorithms to model data and solve problems by leveraging the full power of the Scikit-Learn API.What students will get to know at the workshop?
At the end of the program, delegates will be able to:- Set up an integrated analysis pipelines for building reliable and repeatable data science with Artificial Intelligence
- Write programs to access the various data science tools, document and automate analytic processes using the python standard library.
- Concisely express high performance computation and numerical analyses using Scipy.
- Effectively load, clean, normalize, aggregate and transform data using Pandas.
- Use specific regression, classifications and clustering algorithms to model data and solve problems by leveraging the full power of the Scikit-Learn API
Course Target Group
- Data Analyst
- Data Scientists
- Machine Leaning engineers
- Quantitative Analyst
- Software Developers
- Data Engineers and Architects
- Business Intelligence
