Sidharth Shambushambu2k.hashnode.dev·Feb 6, 2025Jupyterhub + Nginx InstallationPrerequisites Ubuntu server (x86_64 architecture) Root access Domain name pointing to server IP SSL certificates (recommend Let's Encrypt) Basic firewall configuration (ports 80/443 open) Python Installation apt update && apt install python3 ...Jupyter Notebook
David singhdavidsingh0.hashnode.dev·Feb 2, 2025Setting up VS code for Machine learning projectsTo 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 ...Machine Learning
Arman Chaudhary6monthstoaimastery.hashnode.dev·Jan 2, 2025Notebooks You Need to See for Learning PyTorchThis notebook is from a Kaggle competition, demonstrating the effective use of PyTorch. You can customize it to suit your needs for most predictive tasks in machine learning. 👉 Link to Jupyter Notebook import os import pickle import polars as pl i...Jupyter Notebook
Vidit singhaldiwali-sale-analysis.hashnode.dev·Jan 1, 2025Diwali-sale-analysisHello, readers! We are excited to kick off an insightful project focused on analyzing data related to Diwali sales. This initiative aims to delve deep into the dataset and uncover valuable trends and patterns. By conducting thorough analyses, we will...DiwaliSalesAnalysis
Keith Winstonsymbols.hashnode.dev·Dec 22, 2024Predicting gold prices with SARIMAXI had a little fun with data from the St. Louis Fed (FRED). Note: not investment advice I collected 54 years of gold price data starting 9/30/71 (end of the US federal government fiscal year after gold was allowed to float). I also collected the 10-y...sarimax
Svitlana Lormanlorfrau.hashnode.dev·Dec 17, 2024It’s Ti-i-ime to Visualize the Christmas Dataset with Python and Flexmonster Pivot Table!As the season of giving and shopping approaches, Christmas sales and trends become even more fascinating. This magical time is about traditions and discovery—finding the perfect gift, uncovering unique trends, or researching new tools to bring ideas ...22 likes·87 readsPython
Alli Mariamdatawithalli.hashnode.dev·Dec 9, 2024How Beginners Can Troubleshoot Common Errors in Jupyter NotebookPrerequisites: To get the most out of this guide, you should have the following:- Jupyter Notebook installed- A basic understanding of Python, R, or Julia- Familiarity with command line basics- An internet connection Introduction Jupyter Notebook was...46 readsJupyter Notebook
Isuri Balasooriyathemathlab.hashnode.dev·Dec 7, 2024Analyzing Spotify Music Trends: Insights into Popular HitsThis project analyzes the Spotify Music Dataset to uncover key trends in popular music. Using Python, we perform data cleaning, visualization, and pattern discovery to understand how factors like danceability, energy, and duration impact song popular...Data Science ProjectsPython
Wojciech Kaczmarczykaws-notes.hashnode.dev·Nov 22, 2024Accelerate AI Workloads with Amazon EC2 Trn1 Instances and AWS Neuron SDKIntroduction As machine learning models grow in complexity, the need for cost-effective and high-performance infrastructure becomes crucial. Amazon EC2 Trn1 Instances, powered by AWS-designed Trainium chips, and the AWS Neuron SDK offer a powerful co...AWS
Jitender Kaushikjitenderkaushik.com·Nov 7, 2024Why Don’t Notebooks Support Java? A Closer Look at Language and Platform CompatibilityNotebooks, like Jupyter, are powerful tools for data science, exploratory analysis, machine learning, and even educational purposes. They allow users to mix code, visualisations, and documentation in one interactive environment. But despite their pop...Java
