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Data Science Notebook Categories

Machine Learning

Regression, Classification, Clustering

Notebooks covering various machine learning algorithms and their applications.

Technologies:

Python Scikit-learn TensorFlow PyTorch XGBoost LightGBM

Deep Learning

Neural Networks, CNNs, RNNs

Explore deep learning concepts and models with practical examples.

Technologies:

Python TensorFlow Keras PyTorch Hugging Face ONNX

Data Analysis

Pandas, NumPy, Data Cleaning

Notebooks focused on data manipulation, cleaning, and exploratory data analysis.

Technologies:

Python Pandas NumPy Matplotlib OpenRefine SQL

Data Visualization

Matplotlib, Seaborn, Plotly

Learn to create compelling data visualizations to communicate insights.

Technologies:

Python Matplotlib Seaborn Plotly Altair Bokeh

Natural Language Processing

Text, NLP, Transformers

Work with text data, perform sentiment analysis, and build NLP models.

Technologies:

Python NLTK spaCy Transformers Gensim

AI Utilities

Automation, Tools, Utilities

Handy AI utilities and scripts for data science workflows.

Technologies:

Python OpenAI LangChain APIs

Explore Our Projects

Time Series Forecasting with Prophet

A forecasting notebook using Facebook Prophet to predict time-based trends.

Jupyter Notebook Projects Intermediate

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Spam Email Detection with Naive Bayes

A machine learning project to classify emails as spam or not spam.

Jupyter Notebook Projects Beginner

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House Price Prediction

A regression-based project to predict house prices using machine learning.

Jupyter Notebook Projects Intermediate

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Customer Churn Prediction

A classification project to predict customer churn for businesses.

Jupyter Notebook Projects Intermediate

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Linear Regression from Scratch

Implementation of linear regression algorithm without using machine learning libraries.

Jupyter Notebook Projects Intermediate

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Exploratory Data Analysis on Titanic Dataset

Comprehensive EDA of the famous Titanic dataset using Python data science tools.

Jupyter Notebook Projects Beginner

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Featured Data Science Notebooks

Stock Price Prediction LSTM - rskworld.in

Stock Price Prediction with LSTM

A notebook that predicts future stock prices using Long Short-Term Memory networks.

Jupyter Notebook Projects Advanced

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Image Classification with CNN

A deep learning notebook for classifying images using Convolutional Neural Networks.

Jupyter Notebook Projects Intermediate

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Exploratory Data Analysis on Titanic Dataset

Comprehensive EDA of the famous Titanic dataset using Python data science tools.

Jupyter Notebook Projects Beginner

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Explore Data Science Notebooks

Data Science Notebook Categories

Machine Learning

Regression, Classification, Clustering

Deep Learning

Neural Networks, CNNs, RNNs

Data Analysis

Pandas, NumPy, Data Cleaning

Data Visualization

Matplotlib, Seaborn, Plotly

Natural Language Processing

Text, NLP, Transformers

AI Utilities

Automation, Tools, Utilities

Explore Our Projects

Time Series Forecasting with Prophet

Spam Email Detection with Naive Bayes

House Price Prediction

Customer Churn Prediction

Linear Regression from Scratch

Exploratory Data Analysis on Titanic Dataset

Stock Price Prediction with LSTM

Image Classification with CNN

Exploratory Data Analysis on Titanic Dataset