Akshar RastogiLogistic Regression:FStatutory Warning- Logistic Regression is a Classification Algorithm!Jun 29, 2021Jun 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…Jun 27, 2021Jun 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…Jun 25, 2021Jun 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…Jun 23, 2021Jun 23, 2021
Akshar RastogiLinear AlgebraLinear Algebra is that branch of mathematics that helps us understand coordinates & plane visualizations by performing algebraic…Jun 22, 2021Jun 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…Jun 15, 2021Jun 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…Jun 14, 2021Jun 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…Jun 11, 2021Jun 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…Jun 10, 2021Jun 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…Jun 9, 2021Jun 9, 2021
