Internship Experience @ Tatvic

Tatvic Analytics is an Official certified Google Analytics Partner, based in Ahmedabad, Gujarat. I spend my last semester interning at the Firm. Tatvic is unlike the usual 10 to 7 companies, it has more of a start-up culture at the office, even though it’s been more than 7 years since the company was established. There is a really positive vibe around the office, the colleagues … Continue reading Internship Experience @ Tatvic

Virtualization Explained

The Word ‘Virtual’ according to Merriam-Webster means ‘being a hypothetical particle whose existence is inferred from indirect evidence’. Basically, it’s faking the presence of a particular substance by fooling the system to think that the required element is present there in spite of it being not there. So How does this concept used in the Computer Science, and how important the concept is, how it … Continue reading Virtualization Explained

Logistic Regression in Python from Scratch

Hello Everyone . . . In this post, I’ll be sharing the code for the equations that are used in the implementation of Logistic Regression Algorithm. They are written in Python without the use of any Prediction Libraries. Even if you are a beginner, you’ll find the implementation easy and intuitive. Most of the readers are already acquainted with ML Libraries like scikit-learn, TensorFlow, Keras, Caffe, … Continue reading Logistic Regression in Python from Scratch

Decision Forest Classifier

When it comes to Classification, there are many algorithms out there which can be put into practice. As per my personal experience, there is never a right algorithm. It all depends on many factors from how the data is preprocessed to the percentage of outliers in the dataset. Decision Forest Classifier is one of my most favorite algorithms in the current slot of algorithms that … Continue reading Decision Forest Classifier