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Data Science and ML Learning Resources Thread
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Building semantic search with ChromaDB vector database
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BONUS: Check out how to build a semantics search application using open source vector database ChromaDB Learn in-demand skills to stay ahead in the game
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Machine Learning Algorithms for Traffic Management and Taxi Services
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5) Transportation ML algorithms can help to manage traffic on roads and manage traffic efficiently. Predictions algorithms are widely used in taxi services to predict the cost of travel as well as the duration of travel.
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ML Algorithms Predict Customer Behavior and Buying Patterns
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4) Marketing Predictions algorithms are used to predict customer behavior and customer buying patterns as well as buying preferences. ML is used to enhance target marketing efforts and improve customer acquisition with reduced customer churn
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Machine Learning Applications Weather Forecasting Predictions
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3) Weather forecasting It is the most promising application of ML where algorithms are used to predict weather patterns, predict temperature, rainfall, and such weather conditions
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Complete Data Science Roadmap to Follow in 2023
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5) Complete the data science roadmap to follow https://
medium.com/@avikumart_/a-
complete-data-science-roadmap-to-follow-in-2023-3f8f837ddc06?source=user_profile———11—————————-
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Crop Yield Prediction Using Machine Learning and Flask
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4) Crop yield prediction project https://
medium.com/@avikumart_/cr
op-yield-prediction-using-machine-learning-and-flask-deployment-bd61c6adf5cf?source=user_profile———4—————————-
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Predicting Road Accident Severity with Machine Learning
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2) Road traffic severity project https://
medium.com/@avikumart_/an
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Essential Unsupervised Learning Concepts Explained
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3) Must know Unsupervised learning concepts https://
medium.com/@avikumart_/mu
st-know-concepts-of-an-unsupervised-learning-9362bbe2e01a?source=user_profile———3—————————-
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Real-World Data Science Project: Lessons and Key Insights
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1) Complete end-to-end data science project experience https://
medium.com/@avikumart_/i-
just-completed-my-first-ever-real-world-data-science-project-heres-what-i-learned-and-insights-6605f0a800b9?source=user_profile———1—————————-
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