Machine Learning β scikit-learn – Lab 2
Rajesh KumarI’m Rajesh Kumar, a DevOps, SRE, DevSecOps, Cloud, and Platform Engineering expert passionate about sharing practical knowledge, real-world experiences, and industry best practices. I have worked…
Machine Learning β scikit-learn – Lab 1
Rajesh KumarI’m Rajesh Kumar, a DevOps, SRE, DevSecOps, Cloud, and Platform Engineering expert passionate about sharing practical knowledge, real-world experiences, and industry best practices. I have worked…
Essential Machine Learning Algorithms Every AI Professional Should Master
As an AI/ML practitioner, having a solid grasp of fundamental algorithms is crucial. Here’s your go-to reference guide for the most important ML algorithms, organized by learning…
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PyTorch: Deep learning framework for flexible AI models. TensorFlow: End-to-end platform for machine learning. Scikit-learn: Machine learning tools for data analysis. Keras: High-level neural network API for…
Top Machine learning frameworks
1. TensorFlowDeveloped by: Google Brain TeamStrengths:Very powerful for large-scale deep learning applications.Extensive support for a variety of machine learning and deep learning algorithms.Robust ecosystem with tools like…
Machine Learning – scikit-learn Algorithm Cheatsheets
Rajesh KumarI’m Rajesh Kumar, a DevOps, SRE, DevSecOps, Cloud, and Platform Engineering expert passionate about sharing practical knowledge, real-world experiences, and industry best practices. I have worked…
Top 11 Website Development Companies in Ahmedabad
Ahmedabad, a city known for its thriving industries and growing tech community, is home to numerous website development companies that provide innovative solutions to businesses. For those…
Top 11 Website Development Companies in Hyderabad
Hyderabad, a city known for its technological growth and innovation, has become a prime location for businesses seeking digital transformation. The need for professional and creative web…
Top 11 Website Development Companies in Kolkata
Kolkata, a city known for its cultural and intellectual richness, has also emerged as a hub for technological innovation. With a growing demand for online presence, several…
Top 11 Website Development Companies in Mumbai
Creating a website that stands out in today’s digital landscape requires not only technical expertise but also a deep understanding of user experience, branding, and business goals….
Most popular AI Tools used by Programmers to improve code quality and speed
AI tools for software developers have become increasingly popular, helping developers improve productivity, streamline workflows, and enhance code quality. Here are some of the most widely used…
An Introduction of Jupyter notebook extension
Jupyter Notebook extensions are add-ons that enhance the functionality of Jupyter Notebooks by adding useful features, tools, and customizations. These extensions are designed to streamline workflows, improve…
Jupyter notebook β Lab Session β 12 β Panda Introduction
Rajesh KumarI’m Rajesh Kumar, a DevOps, SRE, DevSecOps, Cloud, and Platform Engineering expert passionate about sharing practical knowledge, real-world experiences, and industry best practices. I have worked…
Jupyter notebook β Lab Session β 11 β Numpy Introduction
Rajesh KumarI’m Rajesh Kumar, a DevOps, SRE, DevSecOps, Cloud, and Platform Engineering expert passionate about sharing practical knowledge, real-world experiences, and industry best practices. I have worked…
Jupyter notebook β Lab Session β 10 β Introduction of Data Types, Variables & checkpoint
Rajesh KumarI’m Rajesh Kumar, a DevOps, SRE, DevSecOps, Cloud, and Platform Engineering expert passionate about sharing practical knowledge, real-world experiences, and industry best practices. I have worked…
Jupyter notebook β Lab Session β 9 β Defining Function, Basic Module, and Package
Rajesh KumarI’m Rajesh Kumar, a DevOps, SRE, DevSecOps, Cloud, and Platform Engineering expert passionate about sharing practical knowledge, real-world experiences, and industry best practices. I have worked…
Jupyter notebook β Lab Session β 8 β Calculating Descriptive Statistics with math, statistics, numpy, pandas
Rajesh KumarI’m Rajesh Kumar, a DevOps, SRE, DevSecOps, Cloud, and Platform Engineering expert passionate about sharing practical knowledge, real-world experiences, and industry best practices. I have worked…
Jupyter notebook β Lab Session β 7 β Data Cleaning with Pandas
Rajesh KumarI’m Rajesh Kumar, a DevOps, SRE, DevSecOps, Cloud, and Platform Engineering expert passionate about sharing practical knowledge, real-world experiences, and industry best practices. I have worked…
Jupyter notebook β Lab Session β 6 β Conditions, Control Flow & Looping
Rajesh KumarI’m Rajesh Kumar, a DevOps, SRE, DevSecOps, Cloud, and Platform Engineering expert passionate about sharing practical knowledge, real-world experiences, and industry best practices. I have worked…
Jupyter notebook β Lab Session β 5 β Exploring Datasets with Pandas and Matplotlib
Rajesh KumarI’m Rajesh Kumar, a DevOps, SRE, DevSecOps, Cloud, and Platform Engineering expert passionate about sharing practical knowledge, real-world experiences, and industry best practices. I have worked…
Jupyter notebook β Lab Session β 4 β Exploring Datasets with Pandas
Rajesh KumarI’m Rajesh Kumar, a DevOps, SRE, DevSecOps, Cloud, and Platform Engineering expert passionate about sharing practical knowledge, real-world experiences, and industry best practices. I have worked…
Jupyter notebook β Lab Session 3 – Visualizing Data with Pandas, NumPy, matplotlib & seaborn
Rajesh KumarI’m Rajesh Kumar, a DevOps, SRE, DevSecOps, Cloud, and Platform Engineering expert passionate about sharing practical knowledge, real-world experiences, and industry best practices. I have worked…
Jupyter notebook β Lab Session β 2 β Analyzing Data with Pandas, NumPy & Visualizing Data with matplotlib
Rajesh KumarI’m Rajesh Kumar, a DevOps, SRE, DevSecOps, Cloud, and Platform Engineering expert passionate about sharing practical knowledge, real-world experiences, and industry best practices. I have worked…
What is JupyterHub?
JupyterHub is an open-source, multi-user server designed to provide access to Jupyter Notebook environments for multiple users simultaneously. Itβs particularly useful for organizations, educational institutions, and research…
What is Anaconda?
Anaconda is a popular open-source distribution of the Python and R programming languages, designed specifically for scientific computing, data science, and machine learning. It provides a comprehensive…
Jupyter notebook – Lab Session – 1 – Exploring Dataset with Pandas and NumPy
Importing Libraries import pandas as pdimport numpy as np Explanation: Import the essential libraries. Loading the Dataset df = pd.read_csv(‘/path_to_your_dataset.csv’) Explanation: Load the dataset into a Pandas…
How to install Anaconda?
Step 1 – Downlod Installer URL – https://www.anaconda.com/download/success Step 2 – Run Installer Step 3 – Access it Rajesh KumarI’m Rajesh Kumar, a DevOps, SRE, DevSecOps, Cloud,…
Best AI tools for Software Engineers
Enhancing efficiency is crucial for software engineers, and several AI tools have been developed to assist in various aspects of programming. Here are some top-rated AI tools…
Installing Jupyter: Get up and running on your computer
Prereq How to install Paython 3? URL – https://www.python.org/downloads/ How to install PIP? Usually, pip is automatically installed if you are: How to Installing Jupyter Project Jupyterβs…
An Introduction of SymOps by SymOps.com
1. Introduction to SymOps Tool Overview of the SymOps Platform and Its Importance SymOps by SymOps.com is a cloud-native platform designed to streamline and automate system operations…