Week 14 ( 01/10/2018 - 05/10/2018)

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Week 2 ( 9/7/18 - 13/7/18)

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                                                Day1 In today's udemy course we learned about following topics: Methods and functions *args and **kwargs lambda expressions , maps and filters Along with this we solved few coding excercises related to this and decided to work on udemy course milestone project-1.                                                  Day2 Today, firstly we discussed about the milestone project and sorted out the problems related to it.After that we continued with our python course and learnt about object oriented programming in python which includes following topics: Class object attributes and methods Inheritance and polymorphism Special(Magic/Dunder) Methods and solved some homework excercises related...
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Week 19 and 20 : 1/11/2018-16/11/2018

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Time Series Forecasting We had sessions with our mentor Varun Goel from Tatras,Delhi throughout the week and so on different techniques used in forecasting. We covered following topics in these sessions: ● Forecasting – Introduction ● Linear Regression ● Moving Averages ● Exponential Smoothing ● ARMA, ARIMA ● Neural Networks, BRANNs What is forecasting? Forecast: (verb) to calculate or predict (some future event or condition) usually as a result of study and analysis of available pertinent data Things we forecast… – Weather parameters – Sales numbers/ Demand – Agricultural Production – Currency exchange rates, Stock prices, Gold prices, Interest rates – Internet Traffic – Loss due to Epidemics and Natural Disasters and wars Forecasting for  a Stationary Time Series A stationary time series has the form: D t = m + e t  ,  where m is a constant and e t is a random variable with mean 0 and var σ 2  Methods: ● Naiv...
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Week 22 (26/11/18 - 30/11/18)

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Lecture - Design Thinking This week we had a session with Mandeep Singh Kwatria on Design Thinking to help thinking about good innovative ideas. Design Thinking is a design methodology that provides a solution-based approach to solving problems. It’s extremely useful in tackling complex problems that are ill-defined or unknown, by understanding the human needs involved, by re-framing the problem in human-centric ways, by creating many ideas in brainstorming sessions, and by adopting a hands-on approach in prototyping and testing. The three Design Thinking Phases are: Inspire Ideate Implement   A ground-breaking innovation will be desirable, feasible and viable. Paddy Crop Project Along with other work, we also had a project from one of our professors related to paddy (confidential) which we worked on using the knowledge we got in this internship.
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