Data science, machine learning books and resources
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May 6, 2023
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datascience-machinelearning
Here are 305 public repositories matching this topic...
Data science for beginners involves learning to extract insights from data using statistics, programming (Python/R), and visualization. Key steps include data collection, cleaning, analysis, modeling, and communicating findings. Beginners should start with Python, basic math (linear algebra/calculus), and build projects to create a portfolio.
python data-science machine-learning statistics ai calculus algebra probability mathematics datascience study-notes machine-learning-python data-science-course data-science-tutorials ml-from-scratch datascience-machinelearning senatorov data-science-for-beginners linear-regression-from-scratch python-machine-learning-projects
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Apr 23, 2026 - Python
Welcome to the Multiverse of Data Science — a comprehensive, ever-expanding collection of over 100 real-world projects covering the entire data science pipeline!
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Apr 25, 2026 - Jupyter Notebook
Analyzing the safety (311) dataset published by Azure Open Datasets for Chicago, Boston and New York City using SparkR, SParkSQL, Azure Databricks, visualization using ggplot2 and leaflet. Focus is on descriptive analytics, visualization, clustering, time series forecasting and anomaly detection.
visualization data r azure leaflet geospatial opendata eda sparksql workshop-materials sparkr anomalydiscovery time-series-analysis anomaly-detection databricks-notebooks timeseries-forecasting azure-databricks datascience-machinelearning aiforsocialgood 311-data
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May 3, 2021 - R
70+ DataCamp Course Notes, Projects, Codes, Exercises on Python, R and SQL with full DS & ML Certification,
python data-science machine-learning r sql tensorflow numpy scikit-learn machine-learning-algorithms postgresql keras pandas seaborn datascience data-analysis machine-learning-library matplotlib data-science-portfolio datacamp datascience-machinelearning
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Jun 11, 2023 - Jupyter Notebook
This project analyzes and visualizes the Used Car Prices from the Automobile dataset in order to predict the most probable car price
numpy linear-regression exploratory-data-analysis pandas data-visualization seaborn data-analysis matplotlib datawrangling polynomial-regression model-evaluation model-development multiple-linear-regression datascience-machinelearning
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Jun 13, 2021 - Jupyter Notebook
This Repository contains the real life use cases of GenAI (LLM+RAG) in Finance Domain. I covers many projects use cases with theory and projects.
python finance data risk-analysis financial-analysis fraud-detection datascience-machinelearning huggingface huggingface-transformers large-language-models llm llm-finance llm-rag-finance portfolio-analysis-llm fraud-detection-llm data-augmentation-llm
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Aug 28, 2024 - Jupyter Notebook
🚂 Data 🚃 Scientist 🚋 is a curated 🚑 end to end 🚒 showcasing 🚞 real world ✈ data science 🚀 projects 🛸 machine 🚁 learning 🚟 models and ⛴ data 🛳 engineering 🛸 workflows 🚤 From data 🛼 wrangling to 🚒 deployment this 🚝 repo is proof ☂ of work and ⛱ personal 🛑 lab everything 🎳 data driven ⚽ Classification ⚾ regression 🥎 clustering NLP
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Jul 18, 2025
a tool for comparing the predictions of any text classifiers
nlp data-science machine-learning natural-language-processing text-classification natural-language data-visualization code-quality human-computer-interaction explainable-ml xai interpretable-machine-learning text-classification-python datascience-machinelearning xai-library trustworthy-machine-learning trustworthy-ai
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Jul 30, 2022 - Python
Ethereum Fraud Detection Models
python machine-learning neural-network random-forest ethereum models machine-learning-algorithms artificial-intelligence datascience artificial-neural-networks machinelearning fraud-detection fraud datascience-machinelearning
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Oct 6, 2022 - Jupyter Notebook
This Repo contains tools that allow us to import, clean, manipulate, and visualize data —Includes Python libraries, like pandas, NumPy, Matplotlib, and many more to work with real-world datasets to learn the statistical and machine learning techniques.
python data-science machine-learning numpy scikit-learn machine-learning-algorithms pandas data-visualization seaborn decision-trees statistical hypothesis hypothesis-testing nlp-machine-learning datascientist datasciencecoursera datascientisttraining datascience-machinelearning
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Jul 7, 2024 - Jupyter Notebook
Demonstrating the efficiency of pmdarima’s auto_arima() function compared to implementing a traditional ARIMA model.
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Feb 16, 2021 - Jupyter Notebook
Learn Retrieval-Augmented Generation (RAG) from Scratch using LLMs from Hugging Face and Langchain or Python
artificial-intelligence rag datascience-machinelearning generative-ai llm-training retrieval-augmented-generation rag-model llm-framework llm-apps llm-evaluation genai-usecase rag-implementation rag-evaluation rag-embeddings rag-pipeline rag-llm rag-chatbot rag-application genai-domain
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Jan 20, 2025 - Jupyter Notebook
Data Career Handbook for all
mysql python data-science data machine-learning statistics sql algorithms pandas data-visualization python3 kaggle datascience kaggle-competiton data-engineering data-analysis hacktoberfest datascience-machinelearning
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Jan 16, 2024 - Jupyter Notebook
The dataset builder script extracts the most relevant market data straight from Binance's API and builds a series of datasets that can be used in data science and machine learning projects.
data machine-learning bitcoin blockchain datascience dataset dataset-generation futures blockchain-technology datascience-machinelearning futures-market futures-long-short
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Nov 29, 2023 - TypeScript
Все о машинном обучении и не только...
data-science machine-learning data-mining machine-learning-algorithms data-analysis datascience-machinelearning
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Nov 13, 2023 - SCSS
A credit scoring web app based on an ML model trained on relevant data.
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Feb 17, 2021
I’ll break down how hyperpersonalization is reshaping industries, from finance to banking, and how you can build your very own hyperpersonalization web app using Python, Machine Learning, Generative AI (GenAI), and open-source LLMs from Hugging Face.
python data sentiment-analysis personalization recommendation-engine recommender-system recommendation generative nlp-machine-learning nltk-python textblob-sentiment-analysis datascience-machinelearning huggingface generative-ai hyperpersonalization-team largelanguagemodel genai hyperpersonalization
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Oct 6, 2024 - Jupyter Notebook
Open-source compilation of free AI/ML learning materials from universities, companies, and industry experts.
data-science data machine-learning research ai deep-learning resources artificial-intelligence ai-agents datascience-machinelearning datascienceproject netural-network aijobs ailearning
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Apr 4, 2026
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