data-science-free-tutorials

Free Data Science tutorials for beginners with 151 interactive lessons. Easy-to-follow programming guides with hands-on practice exercises.
https://github.com/labex-labs/data-science-free-tutorials

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- 📖 PostgreSQL Advanced Data Types - postgresql-advanced-data-types-550947) |
- 📖 PostgreSQL Advanced Query Writing - postgresql-advanced-query-writing-550948) |
- 📖 NumPy Array Creation - numpy-array-creation-596338) |
- 📖 NumPy Indexing on ndarrays - numpy-indexing-on-ndarrays-596339) |
- 📖 NumPy IO Genfromtxt - numpy-io-genfromtxt-596340) |
- 📖 NumPy Data Types - numpy-data-types-596341) |
- 📖 NumPy Broadcasting - numpy-broadcasting-596342) |
- 📖 NumPy Copies and Views - numpy-copies-and-views-596343) |
- 📖 NumPy Structured Arrays - numpy-structured-arrays-596344) |
- 📖 NumPy Universal Functions - numpy-universal-functions-596345) |
- 📖 Pandas Basic Data Cleaning - pandas-basic-data-cleaning-596390) |
- 📖 Pandas Creating DataFrames - pandas-creating-dataframes-596391) |
- 📖 Pandas Descriptive Statistics - pandas-descriptive-statistics-596392) |
- 📖 Pandas Filtering Data - pandas-filtering-data-596393) |
- 📖 Pandas Grouping and Aggregating - pandas-grouping-and-aggregating-596394) |
- 📖 Pandas Introduction and Setup - pandas-introduction-and-setup-596395) |
- 📖 Pandas Reading External Data - pandas-reading-external-data-596396) |
- 📖 Pandas Selecting Data - pandas-selecting-data-596397) |
- 📖 Pandas Sorting Data - pandas-sorting-data-596398) |
- 📖 Scikit-learn Cross-Validation - scikit-learn-cross-validation-596487) |
- 📖 Scikit-learn Data Loading and Exploration - scikit-learn-data-loading-and-exploration-596488) |
- 📖 Scikit-learn Data Preprocessing - scikit-learn-data-preprocessing-596489) |
- 📖 Scikit-learn Installation and Setup - scikit-learn-installation-and-setup-596490) |
- 📖 Scikit-learn KNN Classification - scikit-learn-knn-classification-596491) |
- 📖 Scikit-learn Linear Regression - scikit-learn-linear-regression-596492) |
- 📖 Scikit-learn Model Evaluation - scikit-learn-model-evaluation-596493) |
- 📖 Matplotlib Bar Charts - matplotlib-bar-charts-596563) |
- 📖 Matplotlib Basic Line Plots - matplotlib-basic-line-plots-596564) |
- 📖 Matplotlib Customizing Line Plots - matplotlib-customizing-line-plots-596565) |
- 📖 Matplotlib Histograms - matplotlib-histograms-596566) |
- 📖 Matplotlib Installation and Import - matplotlib-installation-and-import-596567) |
- 📖 Matplotlib Pie Charts - matplotlib-pie-charts-596568) |
- 📖 Matplotlib Scatter Plots - matplotlib-scatter-plots-596569) |
- 📖 Matplotlib Subplots Creation - matplotlib-subplots-creation-596570) |
- 📖 Pandas Sorting Data - pandas-sorting-data-596398) |
- 📖 NumPy Math Games - numpy-math-games-10) |
- 📖 PostgreSQL Index Optimization - postgresql-index-optimization-550955) |
- 📖 PostgreSQL Transaction Management - postgresql-transaction-management-550964) |
- 📖 PostgreSQL Views Management - postgresql-views-management-550966) |
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