Chibueze Onyekperedevdive.hashnode.dev·Jul 19, 2024Effective Techniques for Handling Imbalanced Datasets: My Proven ApproachThe Magic of Oversampling for Machine Learning 🧙♂️📊 Hey there, data enthusiasts! Ever found yourself knee-deep in a dataset, only to realize one class is hogging all the limelight while the others are barely getting a chance to shine? Yeah, we’ve ...Discussdataset
Isaac Onyeakagbuisaacwrites.hashnode.dev·Jun 29, 2024First Glance Analysis of the Titanic DatasetINTRODUCTION This report presents an initial analysis of the Titanic dataset, which contains information about passengers aboard the ill-fated maiden voyage of the RMS Titanic. This review is to identify immediate insights that can be gleaned from a ...Discusstitanic
Nirmal PandeyforBits Notionbitsnotion.com·Apr 22, 2024Mastering the Fundamentals of PandasPython is a powerful tool for data professionals, largely due to its extensive collection of open-source libraries and packages. In this blog, we'll explore the fundamentals of pandas, with a special focus on its core data structures: Series and Data...Discuss·9 likesData & Analytics InsightsPython 3
Priyapeeplika.hashnode.dev·Mar 16, 2024Interactive Visualization With Jupyter -Hey everyone, I was researching similar libraries to ipywidgets as I am preparing for a GSoC project. To my surprise, there are so many! I would like to mention this paper - (https://www.researchgate.net/publication/350539347_Interactive_Data_Visuali...Discuss·10 likesjupyter widgets
Mohamad MahmoodforMulti Label Text Classificationmultilabel.hashnode.dev·Mar 7, 2024Popular dataset for Multi-label text classificationThere are several popular datasets available for multi-label text classification. Here are a few examples: Reuters-21578: This dataset contains news articles from the Reuters news agency, where each article is assigned multiple labels from a predefi...Discussmulti label text classification
Siddhi Kiran Bajracharyasiddhibajracharya.hashnode.dev·Nov 16, 2023Load datasets like a pro!Datasets PyTorch Datasets and DataLoaders are the two commonly used classes in PyTorch. It facilitates a clean and efficient way to load data using generators. It means you don't have to load your entire dataset into the memory. Using these classes a...Discuss·31 readsLoading datasets in PyTorchPython
Lee Gainesleeg.hashnode.dev·Sep 18, 2023What is a dataset?Dataset is a word I often run into when reading things about AI, machine learning, data engineering, etc. I don't fully grasp what a dataset actually is. Maybe I'm overthinking it, or perhaps it's just semantics, but let's try to clarify it. This is ...Discussdataset
Sujata Roychowdhurylearntogrow.hashnode.dev·Jul 26, 2023Applying Simple Linear Regression to Predict Tesla Car Sales in the USIntroduction In today's highly competitive and rapidly evolving automotive industry, accurate sales forecasting has become a crucial aspect for manufacturers to stay ahead of the curve. This is particularly true for companies like Tesla, the leading ...Discuss·12 likes·29 readslinearregression
Renr3n.hashnode.dev·Jul 8, 2023Tech Chronicles: Conquer Memory Monsters with Python's Yield in Large Directory ProcessingIn today's data-driven world, handling large directory structures containing numerous files and subdirectories is a common challenge. Whether you're working with massive datasets, organizing files, or performing resource-intensive operations, optimiz...Discuss·81 readsPython
Mikhail ZubforSerpApiserpapi.hashnode.dev·May 6, 20237500 hotels price research: scraping using JavaScript module hotels-scraper-js and data analysisAbout This demo project is a practical showcase of using hotels-scraper-js NPM package plus how extracted data could be used in exploratory data analysis. hotels-scraper-js is an open source tool designed to parse popular website hotels from a single...Discuss·26 readsweb scraping