## Top Articles

Here are the link to the Best Data Science resources which you need to clear all the doubts in order to crack a Data Science/Data Analyst/Business Analyst interview. Following are the Data Science resources

The whole article is divided into three parts

1. Link to all the important articles in SQL, Statistics, Machine Learning, Python, R and Case Studies

2. Link to all the Daily Quiz Questions

3. How to make a career in Data Science and our resources

## Analytics Jobs In India

Here you can find the current openings for Data Science, Data Analysis, Business Analysis, and other job link – **Analytics Jobs in India**

## Top Articles

Go for the following articles:**Time Series – Why does the time series need to be stationary – **http://thedatamonk.com/why-does-the-time-series-need-to-be-stationary-for-analysis/**Label Encoder and One Hot Encoding – **http://thedatamonk.com/understanding-label-encoder-and-one-hot-encoding/**Missing Value Treatment –** http://thedatamonk.com/missing-value-treatment-mean-median-mode-knn-imputation-and-prediction/**Bias, Variance and Bias-Variance Trade-Off –** http://thedatamonk.com/story-of-bias-variance-bias-variance-trade-off/**Multicollinearity –** http://thedatamonk.com/multicollinearity-in-simple-terms/**Cross-Validation in R –** http://thedatamonk.com/cross-validation-in-r/**Types of Linear Regression- **http://thedatamonk.com/ridge-vs-lasso-vs-elastic-net-regression/**Feature Engineering –** http://thedatamonk.com/one-hot-encoding/**Correlation and Collinearity – **http://thedatamonk.com/correlation-and-collinearity-explained-in-layman-terms/**Difference between Forecasting and Prediction –** http://thedatamonk.com/what-is-the-difference-between-forecasting-and-prediction/**Explain p-value to a layman –** http://thedatamonk.com/how-would-you-explain-the-concept-of-p-value-to-a-layman/**Confusion Matrix –** http://thedatamonk.com/confusion-matrix-in-data-science-meaning-and-example/**Data Science vs Big Data vs Data Analysis vs Business Analyst** http://thedatamonk.com/data-science-vs-big-data-vs-data-analytics-vs-business-analyst/**ETS in Layman Terms –** http://thedatamonk.com/exponential-smoothing-ets-forecasting-in-layman-terms/**Deloitte Interview Questions –** http://thedatamonk.com/deloitte-data-scientist-interview-questions/**Accenture Interview Questions –** http://thedatamonk.com/accenture-business-analyst-interview-question/

## D.S. Daily Quiz

**Day 1** – http://thedatamonk.com/data-science-interview-question-day1/**Day 2 – SQL –** http://thedatamonk.com/sql-interview-questions/**Day 3 – Joins –** http://thedatamonk.com/joins-in-sql/**Day 4 – Statistics –** http://thedatamonk.com/statistics-interview-question/**Day 5 – Machine Learning –** http://thedatamonk.com/machine-learning-interview-question/**Day 6 – Forecasting –** http://thedatamonk.com/forecasting-interview-questions/**Day 7 – ARIMA –** http://thedatamonk.com/arima-interview-questions/**Day 8 – Python –** http://thedatamonk.com/python-interview-questions/**Day 9 – ML –** http://thedatamonk.com/machine-learning-interview-questions/**Day 10 – R –** http://thedatamonk.com/r-interview-questions/**Day 11 – SQL Advance –** http://thedatamonk.com/sql-intermediate-interview-questions/**Day 12 – Amazon Data Science Interview **– http://thedatamonk.com/amazon-data-science-interview-questions/**Day 13 – Myntra Data Science Interview **– http://thedatamonk.com/myntra-data-science-interview-questions-2/**Day 14 – Guesstimates –** http://thedatamonk.com/guesstimates-for-data-science-interviews/**Day 15 – Box8 Interview Questions –** http://thedatamonk.com/box8-data-analyst-interview-questions-2/**Day 16 – SQL Top 5 interview Questions –** http://thedatamonk.com/5-most-important-sql-question-for-your-data-science-interview/**Day 17 – Affine Analytics Interview Questions –** thedatamonk.com/affine-analytics-interview-questions/**Day 18 – Flipkart Interview Questions –** http://thedatamonk.com/flipkart-business-analyst-interview-questions/**Day 19 – Linear Regression Interview Question –** http://thedatamonk.com/linear-regression-interview-questions/**Day 23 – Swiggy –** http://thedatamonk.com/swiggy-data-analyst-interview-questions/

## How to make a Career in Data Science for a fresher?

We have answered the question in our article

Data Science Career Path – http://thedatamonk.com/ds-career-path/