Projects
Descriptive Statistics
Exploratory Data Analysis
This is the first step towards Data Analytics. If we do not have a strong hold on this subject then future topics will become difficult to understand.
Python Data Prep.
Importing, Cleaning, Arranging...
Whatever we have learnt in Descriptive Statistics will be applicable in python. It is a fun topic of coding, importing libraries and automating our work.
R Data Prep.
Importing, Cleaning, Arranging...
Whatever we have learnt in Descriptive Statistics will be applicable in R. It is a fun topic of coding, importing libraries and automating our work.
Regression
An In-depth Understanding
Regression is a very important topic in analytics, make sure your concepts are crystal clear. Regression concepts are useful in SVM, Time Series and other important topics.
Capital Budgeting
NPV, IRR, PBP, DPBP
An excel file with all automated calculations to find Net present value, Internal rate of return, Payback period, and Discounted payback period for single and multiple projects along with calculation of Monte Carlo simulation on capital budgeting has been provided.
Time Series Analysis
Basic concept to SARIMAX,GARCH
We will be covering basic time series components, smoothing techniques, ARMA, ARIMA, SARIMAX, ARCH & GARCH models in depth.
Time Series
Exchange Rate Forecasting with ARIMA in R
Forecasting USD Rates using ARIMA method in R - One should have the basic concept in statistics and R to understand this and the different terms associated with this worksheet.
Telecom Dashboard
An Overview of the Indian Telecom Market and Gross Revenue forecast
If you want to know how the Indian Telecom industry is performing then have alook in this POWER BI report.
Subscribers, Gross Revenue, Financial Ratios........
