Worqference 2023 - Sumit Mundhada

'Worqference 2023' - Esteemed Instructor

Sumit Mundhada

Sumit Mundhada

Senior Manager - Test Automation at Vodafone_VOIS

Workshop Topic: Data Analytics and Machine Learning for Software Testers

 

Data Analytics is a crucial part in making important business decisions. In this session we will try to learn basics of Data Analytics, types, process of exploring the data, key libraries used, how to analyse data, clean and optimize, data pre-processing for machine learning model, etc. We will explore use cases to see how data analytics can be used for future predictions, and discover hidden patterns. Session will help software testers to understand machine learning model building steps. It will help in developing the skill for data analysis and interpreting the same. We will see libraries like pandas, NumPy, Matplotlib, scikit-learn, etc. Python coding will be performed in Jupyter notebook or google colab.

Key Takeaways:

  • Understand Type of Analytics, Develop skills in analysis and interpretation of data
  • How to use open-source tools, libraries for statistics How to use structured data and build machine learning model
  • How to perform model validation and check accuracy on predictions.

Speaker Bio

 

Sumit Mundhada is test automation professional with over a decade of experience into test automation, automation framework development and quality assurance for cutting edge technology products. He has worked with MNCs like Samsung Mobile, Reliance Jio and Electronics Arts (EA Mobile Games) before Joining Vodafone (_VOIS). He is a Tech Speaker & Blogger. He has represented many testing conferences, forums and published several white papers with respect to test automation benefiting test automation & QA community. He is an Electronics & Telecom Engineer. He has also completed Postgraduate diploma from Centre for Development of Advanced Computing (C-DAC) which is an Autonomous Scientific Society of the Ministry of Electronics and Information Technology, of the Government of India.

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