Akshar RastogiLogistic Regression:FStatutory Warning- Logistic Regression is a Classification Algorithm!2 min read·Jun 29, 2021----
Akshar RastogiNaive Bayes: Implementation from scratch.There are two statistical theorems or philosophies Bayesian and Frequentist. A frequentist will relate any occurrence with past events…3 min read·Jun 27, 2021----
Akshar RastogiK Nearest Neighbor Algorithm: Explained from Scratch.K Nearest Neighbor is a supervised machine learning algorithm which means it uses predefined classes in which objects are assigned.(P.S…4 min read·Jun 25, 2021----
Akshar RastogiLinear Regression & Gradient Descent : Described Simply without Scikit Library ImplementationFirst thing first, What actually here Linear and Regression means and why and where we should use them!!?? (Not like other blogs that will…6 min read·Jun 23, 2021----
Akshar RastogiLinear AlgebraLinear Algebra is that branch of mathematics that helps us understand coordinates & plane visualizations by performing algebraic…3 min read·Jun 22, 2021----
Akshar RastogiData Preprocessing: Understanding the most time-consuming process.Data occurs only after the data collection process is completed. Data collection is not necessarily easy going and constant process…3 min read·Jun 15, 2021----
Akshar RastogiOpenCV : Computer Vision Library in PythonComputer Vision is the field in artificial intelligence that deals with the interpretation and understanding of images as computational…2 min read·Jun 14, 2021----
Akshar RastogiVisualization in PythonPlotting is the visual way of understanding our data. It gives us a clear idea of what information means and it even makes us identify and…4 min read·Jun 11, 2021----
Akshar RastogiJust Basic Pandas(Bonus Included!)Every Machine Learning task begins with data. The data we obtain is not ready for model feeding it has to go through data preparation known…3 min read·Jun 10, 2021----
Akshar RastogiNumPy — Programming at Multi Dimensions.NumPy is a Python library that helps to deal with multi-dimensional arrays, matrices, vectors along high computational mathematical…2 min read·Jun 9, 2021----
