深度学习之Kaggle实战指南，深度学习最前沿技术 Kaggle案例实战课程下载

课程名称

深度学习之Kaggle实战指南，深度学习最前沿技术 Kaggle案例实战课程下载

课程目录

├第01课.机器学习解决问题综述课.mp4

├第03课_kaggle案例实战班.mp4

├第04课_kaggle案例实战班.mp4

├第05课_kaggle案例实战班.mp4

├第06课_kaggle案例实战班.mp4

├第07课_kaggle案例实战班.mp4

├第08课_kaggle案例实战班.mp4

├第二节.mp4

├<代码>

blending.py

cs228-python-tutorial.ipynb

Feature_engineering_and_model_tuning.zip

Feature Engineering.ipynb

Test.csv

test_modified.csv

Train.csv

train_modified.csv

XGBoost models tuning.ipynb

<.ipynb_checkpoints>

Feature Engineering-checkpoint.ipynb

XGBoost models tuning-checkpoint.ipynb

test.csv

Titanic.ipynb

train.csv

<.ipynb_checkpoints>

Titanic-checkpoint.ipynb

Kaggle_Bicycle_Example.ipynb

kaggle_bike_competition_train.csv

<.ipynb_checkpoints>

Kaggle_Bicycle_Example-checkpoint.ipynb

Kaggle_Bicycle_Example_34_0.png

Kaggle_Bicycle_Example_42_0.png

Kaggle_Bicycle_Example_43_0.png

Kaggle_Bicycle_Example_44_0.png

Kaggle_Bicycle_Example_45_0.png

Kaggle_Bicycle_Example_46_1.png

Kaggle_Bicycle_Example_47_1.png

Kaggle_Bicycle_Example_49_1.png

data_description.txt

<_ipynb_checkpoints>

sample_submission.csv

test.csv

train.csv

house_price.html

house_price.ipynb

house_price_advanced.html

house_price_advanced.ipynb

<.ipynb_checkpoints>

house_price_advanced-checkpoint.ipynb

house_price-checkpoint.ipynb

<_ipynb_checkpoints>

Combined_News_DJIA.csv

DJIA_table.csv

RedditNews.csv

news_stock.html

news_stock.ipynb

<.ipynb_checkpoints>

news_stock-checkpoint.ipynb

avazu-CTR-Prediction-LR.zip

feature.search

feature.search_ads

feature_map.search_ads

generate_train_feature_mapper.py

generate_train_feature_reducer.py

kaggle-avazu-rank1.zip

kaggle-avazu-rank2.zip

search_ads_feature.sample

search_click_data.sample

Spark-Criteo-CTR-Prediction.ipynb

xgb_ads.conf

数据太大。就不传了。自己下载吧~>

news_stock.html

news_stock_advanced.html

search relevance.ipynb

search relevance_advanced.ipynb

search+relevance.html

search+relevance_advanced.html

<.ipynb_checkpoints>

search relevance_advanced-checkpoint.ipynb

search relevance-checkpoint.ipynb

energy_forecasting_notebooks.zip

subway_prediction_notebook.zip

cat_dog.html

char_rnn.html

image_search.html

Kaggle第06课：走起~深度学习.pdf

Kaggle第06课：走起~深度学习.pptx

news_stock_advanced.html

word_rnn.html

深度学习最前沿技术 Kaggle案例实战课程 深度学习之Kaggle实战指南

chi_square.png

RGBHistogram.jpg

<猫狗的数据>

cats-vs-dogs.txt

sample_submission.csv

test.zip

train.zip

data.zip

Kaggle event recommendation competition.ipynb

kaggle-event-recommendation-rank1.zip

Rossmann_Store_Sales_competition.ipynb

PPD_RiskControl_Competition.zip

├<课件>

Kaggle第05课：能源预测与分配问题.pdf

Kaggle第06课：走起~深度学习.pdf

Kaggle第06课：走起~深度学习.pptx

Kaggle第01课：机器学习算法、工具与流程概述.pdf

分享的链接.txt

Kaggle第02课：经济金融相关问题.pdf

kaggle-2014-criteo.pdf

kaggle-avazu.pdf

predicting-clicks-facebook.pdf

阿里妈妈：大数据下的广告排序技术及实践.pdf

百度凤巢：DNN在凤巢CTR预估中的应用.pdf

从FM到FFM.pdf

第3课–排序与CTR预估.pdf

京东电商广告和推荐系统的机器学习系统实践.pdf

腾讯广点通：效果广告中的机器学习技术.pdf

Kaggle第四课.pdf

第5课：能源预测与分配问题.pdf

第7课：推荐与销量预测相关问题.pdf

第8课：金融风控问题.pdf

金融风控大赛解决方案.pdf

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