Naem AzamA Gentle Introduction to Machine LearningIntroduction to Machine LearningJan 4, 2023Jan 4, 2023
Naem AzamKnow Machine learning Keywords Before You StartIn this article, you will learn about Machine Learning terminology, its paradigms, and the next article tutorial to help you set up your…Jan 25, 20231Jan 25, 20231
Naem AzamHow to Setup Machine learning Environment Step By StepIn this article, you will learn about the ML Environment Setup, Machine Learning terminology, its paradigms, and a tutorial to help you set…Jan 25, 20231Jan 25, 20231
Naem AzamHow to Setup Jupyter Notebook for MLWhenever one starts programming the first aim of that person is to find an IDE that suits his/her needs. In ML there are times when you’ll…Jan 26, 2023Jan 26, 2023
Naem AzamA Complete Guide Of Numpy For Machine LearningUp until now you’ve learned about the general idea of what ML does, set up your environment, and got to know about the working of your…Jan 30, 20233Jan 30, 20233
Naem AzamPython Pandas Complete TutorialIn the previous section, we learned about Numpy and how we can use it to load, save, and pre-process data easily by using Numpy Arrays. Now…Feb 19, 20231Feb 19, 20231
Naem AzamA Beginner’s Walkthrough Matplotlib PythonWe know how to analyze data by analyzing the statistics of the data and we’ve learned how to manipulate the data. But is statistics enough…Feb 20, 2023Feb 20, 2023
Naem AzamLearn Seaborn: A Brief GuideIn the previous tutorial, we learned why data visualization is important and how we can create plots using matplotlib. In this tutorial…Mar 5, 20232Mar 5, 20232
Naem AzamLet’s Start with Linear RegressionHi guys! So until now, we’ve learned about how we can use libraries to play with data. We did data analysis on a real dataset and we also…Mar 6, 2023Mar 6, 2023
Naem AzamAnother Approach to Linear Regression: Gradient DescentIn the last tutorial, we learned about our first ML algorithm called Linear Regression. We did it using an approach called Ordinary Least…Mar 12, 2023Mar 12, 2023
Naem AzamRegression Model for Classification: Logistic RegressionWe will discuss Logistic Regression: Regression Model for Classification in this article, but let us see what we did in the past couple of…Apr 4, 2023Apr 4, 2023
Naem AzamFoundation of Powerful ML Algorithms: Decision TreeBy now you have a good grasp of how you can solve both classification and regression problems by using Linear and Logistic Regression. But…Apr 12, 2023Apr 12, 2023
Naem AzamWisdom of the Crowd: Random ForestWe’ve learned about some algorithms in machine learning via which we can solve classification and regression problems. In the previous…Apr 14, 2023Apr 14, 2023
Naem AzamK Nearest Neighbours (KNN): One of the Earliest ML AlgorithmUntil now we already have a pretty good grasp of how things work when it comes to regression and classification. Today let’s take a ride…Apr 15, 2023Apr 15, 2023
Naem AzamSupport Vector Machine(SVM) in Machine LearningIntroduction to Support vector machineApr 16, 20231Apr 16, 20231
Naem AzamNaive Bayes in Machine LearningIn the Machine Learning series, following a bunch of articles, in this article, we are going to learn about the Naive Bayes Algorithm in…Apr 22, 20232Apr 22, 20232
