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Data Analytics for starters

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Course offered by Arshad Shaikh

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  • What is Data?
    Data refers to raw, unprocessed facts — numbers, text, clicks, or observations — collected from different sources.

    What is Information?
    When data is cleaned, structured, and analyzed to draw meaning or insight, it becomes information.

    Tools to Work with Data
    Popular tools include:

    • Excel – for basic calculations, pivot tables, and charts

    • SQL – to query and manipulate databases efficiently

    • Python – for automation, analysis, and handling larger datasets

    • PySpark – used to process big data distributed across systems

    Techniques for Analysis
    These include sorting, filtering, aggregating, trend analysis, predictive modeling, and data visualization.

    Applications in Daily Life
    Data analytics powers:

    • Mobile recharge suggestions

    • Personalized shopping ads

    • Traffic predictions in Google Maps

    • Loan or EMI calculators

    • Health insights from fitness apps

    More Key Concepts

    • Structured vs. unstructured data

    • Importance of data privacy and ethics

    • Introduction to dashboards and storytelling with data

    • Role of AI and ML in making sense of data

    • Real-time vs. batch processing

About the Trainer

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Arshad Shaikh

Bachelor of Engineering (B.E.) from Atharva College of Engg/University of Mumbai in 2012

7 Years of Experience

I am Arshad Shaikh, B.E (Electronics Engineering). I am a licensed HAM radio operator and have been instructing the students in basic electronics and operating protocols. I have done several certificate courses and also learnt a foreign language. Currently i am preparing for competitive exams(State services and Defence.).
My focus in teaching is mainly on the basics of the subjects in a simple manner and encouraging the students to relate the learnt aspects with practical life, thereby stimulating the learning of the subject.
During my school days science was my favorite subject and as i went into engineering i started developing interest in the practical aspect of applying maths. Hence I find them interesting and would love to share my knowledge with students and help them to understand the subjects well.

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