Final project: predict future saleswww.kaggle.com/c/competitive-data-science-final-project 字段说明 1 数据读取和清洗 importpandasaspdtrain=pd.read_csv("DATA/sales_train_v2.csv")test=pd.read_csv("DATA/test.csv").set_index("ID")shops=pd.read_csv("DATA/shops.csv")cats=pd.read_csv("...
kaggle.com/learn/python 4小时入门机器学习: kaggle.com/learn/machin 4小时了解深度学习: kaggle.com/learn/deep-l 3小时喜提SQL: kaggle.com/learn/sql 4小时get Pandas: kaggle.com/learn/pandas 7小时搞懂数据可视化: kaggle.com/learn/data-v 以上课程汇总: kaggle.com/learn/overvi 值得先码后看,祝你...
A curated list of awesome resources for practicing data science using Python, including not only libraries, but also links to tutorials, code snippets, blog posts and talks. Core pandas- Data structures built on top ofnumpy. scikit-learn- Core ML library. matplotlib- Plotting library. seaborn- ...
16. Dist-keras / elephas / spark-deep-learning (Commits: 1125 / 170 / 67, Contributors: 5 / 13 / 11) 官网: http://joerihermans.com/work/distributed-keras/https://pypi.org/project/elephas/https://databricks.github.io/spark-deep-learning/site/index.html 随着越来越多的用例需要花费大量的...
首先,我们选择用Kaggle(https://www.kaggle.com/)上的电影数据集(https://www.kaggle.com/datasets/rounakbanik/the-movies-dataset),该数据集包含 45000 部电影的元数据信息。大家可以直接下载数据集或通过 Python 使用 KaggleAPI下载数据集。如需通过 Python 下载,请先在 Kaggle.com 的Profile(https://www.kagg...
Gain the skills you need to do independent data science projects. newsstand Courses We pare down complex topics to their key practical components, so you gain usable skills in a few hours (instead of weeks or months). The courses are provided at no cost to you, and you can now earn cert...
Collaborate with data science teams to solve complex problems Participate in Kaggle competitions and hackathons Pursue further specialization in areas like NLP, computer vision, or big data Why Python for Machine Learning? Python has become the language of choice for machine learning due to its simpl...
Level up your data science skills by creating visualizations using Matplotlib and manipulating DataFrames with pandas. See DetailsStart Course See More Related tutorial Kaggle Tutorial: Your First Machine Learning Model Learn how to build your first machine learning model, a decision tree classifier, ...
data-scienceexploratory-data-analysisedadata-visualizationkaggle-competitiondata-analyticsdata-analysisdata-wranglingdata-cleaningkaggle-datasetdata-cleansingdata-science-pythondata-analysis-pythonkaggle-used-cars-dataset UpdatedJan 2, 2019 Jupyter Notebook ...
Kaggle金牌得主的机器学习教程www.heywhale.com/mw/project/5f69d02471c700003078961b?from=zhihumlkj 目录 项目背景与分析 数据读入与检查 数据预处理 数据校正 缺失值填充 数据创建 数据转换 数据清洗 数据划分 探索性分析 建模分析 模型评估与优化