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Sanjana Babu

Sanjana Babu

Sanjana Babu is a Student at SRM Valliammai Engineering College and is an Intern at OpenGenus. She is a Philomath.

Chennai, India •
48 posts •
data science

Data Science Cheatsheet

This is the most complete Data Science Cheatsheet which you should follow to revise all Data Science concepts within 30 minutes and get ready for Interviews and stay in form.

Sanjana Babu Sanjana Babu
List of Interview Questions

Culture Fit interview for Data Science job [Mock]

In this article, we will get to know the flow of a culture fit interview for a Data Science job and some pointers on how you could answer the questions asked.

Sanjana Babu Sanjana Babu
data science

How is Deep Learning used for Data Science tasks?

In this article, we will see how deep learning is used in Data Science.

Sanjana Babu Sanjana Babu
data science

Project ideas for Data Science

In this article, we will get to know some ideas for data science projects.

Sanjana Babu Sanjana Babu
data science

Python questions for Data Science interviews

We will discuss a basics of Python here as importance of Python for data science cannot be emphasized enough.

Sanjana Babu Sanjana Babu
data science

Different types of Hypotheses

In this article, we will get to know about the various types of hypotheses in statistics.

Sanjana Babu Sanjana Babu
data science

Advanced interview questions on Data Science

In this article, we have discussed 35 advanced data science questions asked in interviews.

Sanjana Babu Sanjana Babu
data science

Different Datasets available

In this article, we will take a look at the various datasets available that can be used for different problems.

Sanjana Babu Sanjana Babu
data science

Sites to find different datasets

In this article, we will see some of the data sources from where we can download and use datasets for free for our data science projects.

Sanjana Babu Sanjana Babu
Machine Learning (ML)

Different Hyperparameter optimization techniques

In this article, we will explore various techniques used for optimizing hyperparameters of the machine learning model such as Grid Search, Bayesian Optimization, Halving randomized search and much more.

Sanjana Babu Sanjana Babu
data science

Statistical Features in Data Science

In this article, we will understand about various statistical features like median, quartiles, inter quartile range (IQR), bias and variance.

Sanjana Babu Sanjana Babu
data science

Confidence intervals

This article aims to improve our understanding on one of the basic concepts of statistics: confidence intervals.

Sanjana Babu Sanjana Babu
data science

Relation of Data Science to ML, AI, NLP, DL

In this article, we will understand how data science is related to various other domains such as Machine learning, Artificial intelligence. Natural language Processing and Deep learning.

Sanjana Babu Sanjana Babu
data science

Over and under sampling

This article aims to improve our understanding of oversampling and under sampling which are important concepts in Data Science.

Sanjana Babu Sanjana Babu
data science

Phases / life cycle of Data Science

This article serves as an introduction to data science life cycle and gives an overview on the various phases.

Sanjana Babu Sanjana Babu
data science

Time series forecasting using Python [Stock Market Trends]

In this article, we will see how time series forecasting is done using Python. We have forecasted / predicted the stock market trends of HDFC using NIFTY50 stock market data.

Sanjana Babu Sanjana Babu
data science

Time Series Analysis/ Forecasting Techniques + Models

In this article, we will understand why time series analysis is important and how it is done using different techniques like Spectral analysis and different time series models like Auto-regressive (AR) model.

Sanjana Babu Sanjana Babu
data science

Manifold Learning

In this article, we will explore manifold learning, which is extensively used in computer vision, data mining and natural language processing.

Sanjana Babu Sanjana Babu
data science

Empirical Risk Minimization

In this article, we will explore Empirical Risk Minimization (ERM) technique used in machine learning.

Sanjana Babu Sanjana Babu
data science

Introduction to Time Series Data

In this article, we will get an understanding of Time Series Data along with different types of time series, analysis and forecasting.

Sanjana Babu Sanjana Babu
data science

Data Visualization using Tableau

In this article, we have explored how Tableau can be used for data visualization by using it on Population dataset.

Sanjana Babu Sanjana Babu
data science

Cross entropy method for optimization

In this article, we will understand the cross entropy method that is widely used as an optimization technique in machine learning.

Sanjana Babu Sanjana Babu
data science

Simulated Annealing

In this article, we will understand what simulated annealing is and get to know its uses in Probability and Data Science.

Sanjana Babu Sanjana Babu
data science

Monte Carlo Sampling Techniques

In this article, we will explore the various Monte Carlo sampling techniques used in Probability and Data Science.

Sanjana Babu Sanjana Babu
data science

Data Visualization

In this article, we will understand more about data visualization, different charts used and explore some Data Visualization tools.

Sanjana Babu Sanjana Babu
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