Pranav GargLoss FunctionsLoss Functions are the most important aspect of Machine Learning or Deep Learning. It tells about the performance of the model, measures…4 min read·May 3, 2023----
Pranav GargLinear Regression: Cost FunctionIn Every Machine Learning Algorithm, our main objective is to minimize the error (difference) between Actual & Predicted Values, which is…3 min read·Feb 20, 2023----
Pranav GarginCodeXLinear Regression with MathsIt is the first Supervised Machine Learning Regression Algorithm that every Machine Learning Aspirant comes across. It is one of the…3 min read·Feb 19, 2023----
Pranav GarginDataDrivenInvestorInternal Implementation of Dictionary in PythonOnce, I have been asked about the internal implementation of the Dictionary in python in an interview. I know that Dictionary is a very…4 min read·May 26, 2021--1--1
Pranav GarginDataDrivenInvestorBinomial DistributionIt is a Discrete Distribution, where only two outcomes are possible. It might be a success or failure or a coin toss getting Head or Tails…3 min read·May 16, 2021----
Pranav GarginNerd For TechNormal DistributionA Normal Distribution is also known as Gaussian distribution or Bell Curve. It is one of the most common distributions used in the field of…4 min read·May 14, 2021----
Pranav GarginDataDrivenInvestorConfusion MatrixA Confusion Matrix is a metric for evaluating the performance of the Model. This metric is used for classification problems. A confusion…4 min read·Jan 15, 2021----
Pranav GarginDataDrivenInvestorChi-Square TestIn Statistics, there are 2 types of Variables: Categorical Variables and Continuous Variables. To find the dependency of variables on each…3 min read·Dec 16, 2020--1--1