How to Install and Secure MySQL on Linux, Windows & macOS : The Ultimate Guide
Installing and Securing MySQL: A Comprehensive Guide for Linux, Windows, and macOS
May 5, 20257 min read
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Machine learning : A detailed analysis
Components of ML Machine learning is a complex field that involves two primary components: the ML life cycle and algorithms. ML Life Cycle: Involves stages such as problem definition, data collection, preprocessing, model selection, training, evalua...
Feb 12, 20258 min read
EDA (Exploratory Data Analysis)
To train a model, we need to feed it Data. Data which is “cleaned” and “appropriate” for training our machine. Appropriate data means it is “only that much” that is required, consisting of no duplicate values, and irrelevant data(row or column or Nul...
Feb 8, 20253 min read
NumPy : Cheatsheet and Resources
NumPy or Numerical python is a python library used for “numerical computing” in python. It that provides a multidimensional array object Numpy cheatsheet 1. import numpy as np # Import numpy library 2. arr = np.array([1, 2, 3]) # Create a numpy ...
Feb 6, 20251 min readPandas cheatsheet
Quick Reference for Pandas Functions in Python for Data Analytics and Machine learning projects.
Feb 4, 20253 min read
Python for Machine learning
Python is a simple programming language, and its most used in Machine Learning, due to its tools availability like numpy library that can do complex mathematical operations in seconds. We can use other programming languages like java, c++ but python ...
Feb 3, 20253 min read
Setting up VS code for Machine learning projects
To make machine learning projects, we need to setup following in vs code Jupyter environment Virtual environment Python and it's libraries installation Version control integration (Git and GitHub) Step 1 : Create a Virtual environment Open VS ...
Feb 2, 20253 min read
Machine Learning ROADMAP
In this "Machine Learning series", i will document my ML & data science projects and notes for reference.
Feb 1, 20252 min read