Python for Data Science: The Ultimate Learning Source
Submitted by mohitreal1995 | February 8, 2024, 10:17:29 | Technology
This extensive guide explores the use of Python in Data Science, highlighting its pivotal role in extracting insights from data. It covers Python basics, data manipulation using NumPy and Pandas, and data visualization with Matplotlib, Seaborn, and Plotly. The guide also delves into Exploratory Data Analysis (EDA), data preprocessing techniques, and machine learning with Scikit-Learn, including supervised learning with linear regression, decision trees, and Support Vector Machines (SVM). Unsupervised learning topics cover K-Means clustering and Principal Component Analysis (PCA). Advanced sections include time series analysis, Natural Language Processing (NLP), and deep learning with TensorFlow or PyTorch, concluding with encouragement for continuous learning in the dynamic field of data science.
Source: https://yourarticles.co.uk/python-for-data-science-the-ultimate-learning-source/
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