Machine Learning

This section of my blog focus on using Machine Learning Methods for data science. I discuss various Machine Learning algorithms that I have been using during my career.

Data Science Opportunities In National Health Services (NHS)

The National Health Service (NHS) in the United Kingdom faces many challenges in providing high-quality healthcare to a large and diverse population. Data science can play a crucial role in addressing these challenges by providing insights and solutions that can improve patient outcomes and reduce costs. Here are a few examples of how data science …

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Data Science | Difference Between Random Forrest And Decision Trees

Decision trees and random forests are popular machine learning algorithms used for classification and regression tasks. While they have some similarities, they also have some key differences that make them suitable for different types of problems. DECISION TREES A decision tree is a flowchart-like tree structure that makes a decision based on the values of …

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Essential Python Libraries For Data Scientists

Python is a popular programming language for data science, and there are many libraries and frameworks available that can make it easier to work with data and build machine learning models. Here are 20 top Python libraries for data science: NumPy Pandas SciPy Matplotlib Seaborn Scikit-learn TensorFlow Keras PyTorch XGBoost CatBoost scikit-image OpenCV NLTK spaCy Gensim NUMPY: NumPy …

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