Data Analytics with Pandas and Numpy - Python

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(c) PyKutch-2016 -Chetan Khatri Data Analytics with NumPy and Pandas [ Python ] PyKutch 2016 Chetan Khatri Principal Engineer Data & Machine Learning Nazara Games

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(c) PyKutch-2016 -Chetan Khatri “Data is the new crude oil”

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(c) PyKutch-2016 -Chetan Khatri Buzzwords ● Big Data ● Data Science ● Data Scientist ● Data Analytics ● Machine Learning ● Deep Learning ● Internet of Things (IoT)

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(c) PyKutch-2016 -Chetan Khatri

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(c) PyKutch-2016 -Chetan Khatri Opportunities ● Finance ● Marketing ● Telco ● Education ● Research ● Healthcare ● All of them, everybody do Data Analytics!

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(c) PyKutch-2016 -Chetan Khatri Opportunities

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(c) PyKutch-2016 -Chetan Khatri Data Analytics – Opportunities

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(c) PyKutch-2016 -Chetan Khatri Opportunities in INDIA ● India's IT outsourcing firms are betting on U.S. President Barack Obama's healthcare reform to rev up revenue growth which is slowing as the $146 billion industry's key financial and manufacturing clients spend less on software services. ● The United States is the biggest market for the outsourcing industry, which is dominated by Tata Consultancy Services Ltd , Infosys Ltd and Wipro Ltd.

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(c) PyKutch-2016 -Chetan Khatri Data Analytics ● Understand the Business ● Understand the Data ● Cleanse the Data ● Do Analytics the Data ● Predict the Data ● Visualize the data ● Build Insight that helps to grow Business Revenue ● Explain to Executive (CxO) ● Take Decision ● Increase Revenue

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(c) PyKutch-2016 -Chetan Khatri Data Analytics Life Cycle CEO Product Manager Product Manager Head, Analytics Data Engineer Data Modeler MIS

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(c) PyKutch-2016 -Chetan Khatri What My CEO wants ?? 1. DAU (single/multiplayer/both) 2. MAU (single/multiplayer/both) 3. DAU/MAU (stickiness) 4. Average Session length (single/multiplayer/both) 5. Average Session per user (single/multiplayer/both) 6. Retention (D1-D7-D15) 7. Average Drop-off Distance by Day 8. Save me by laddoos, Save me close.

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(c) PyKutch-2016 -Chetan Khatri Hands On 1. Weed USA 2. Titanic Sinking 3. Community! Find Partner

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(c) PyKutch-2016 -Chetan Khatri Thank you. ● Q & A ?? - Chetan Khatri, Principal Engineer – Data & Machine Learning. Nazara Technologies Pvt. Ltd

Data Analytics with Pandas and Numpy - Python

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