10 Must-Know Python Libraries for Machine Learning in 2024
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As we progress through 2024, machine learning (ML) continues to evolve at a rapid pace. Python, with its rich ecosystem of libraries, remains at the forefront of ML development. In this post, we’ll explore the top 10 Python libraries dominating the ML scene in 2024, how the field has changed since 2020, and the key trends that have emerged.
Evolution from 2020 to 2024
2020: The Foundation Years
In 2020, established libraries like TensorFlow, PyTorch, and scikit-learn dominated the scene. Keras was often listed separately from TensorFlow, and libraries like XGBoost and LightGBM were present but