Datawhale成员整理的面经，内容包括机器学习，CV，NLP，推荐，开发等

[{"title":"（ 116 个子文件 4.33MB ） Datawhale成员整理的面经，内容包括机器学习，CV，NLP，推荐，开发等","children":[{"title":".DS_Store <span style='color:#111;'> 6.00KB </span>","children":null,"spread":false},{"title":"prb10.gif <span style='color:#111;'> 231.61KB </span>","children":null,"spread":false},{"title":".gitignore <span style='color:#111;'> 1.44KB </span>","children":null,"spread":false},{"title":"r.jpe <span style='color:#111;'> 4.53KB </span>","children":null,"spread":false},{"title":"LightGBM.jpg <span style='color:#111;'> 69.51KB </span>","children":null,"spread":false},{"title":"CZnUSwEcFy84JVL.jpg <span style='color:#111;'> 66.43KB </span>","children":null,"spread":false},{"title":"KocaU1zbxnXYsyJ.jpg <span style='color:#111;'> 40.77KB </span>","children":null,"spread":false},{"title":"os1.jpg <span style='color:#111;'> 25.30KB </span>","children":null,"spread":false},{"title":"simain.jpg <span style='color:#111;'> 14.13KB </span>","children":null,"spread":false},{"title":"LICENSE <span style='color:#111;'> 34.33KB </span>","children":null,"spread":false},{"title":"Java后端开发.md <span style='color:#111;'> 44.83KB </span>","children":null,"spread":false},{"title":"CV基础.md <span style='color:#111;'> 34.48KB </span>","children":null,"spread":false},{"title":"XGBoost.md <span style='color:#111;'> 20.56KB </span>","children":null,"spread":false},{"title":"过拟合与欠拟合.md <span style='color:#111;'> 18.65KB </span>","children":null,"spread":false},{"title":"SVM.md <span style='color:#111;'> 18.15KB </span>","children":null,"spread":false},{"title":"计算机网络.md <span style='color:#111;'> 17.44KB </span>","children":null,"spread":false},{"title":"Technology.md <span style='color:#111;'> 17.44KB </span>","children":null,"spread":false},{"title":"TreeEmbedding.md <span style='color:#111;'> 17.21KB </span>","children":null,"spread":false},{"title":"线性回归+逻辑回归.md <span style='color:#111;'> 16.58KB </span>","children":null,"spread":false},{"title":"NaïveBayes.md <span style='color:#111;'> 15.76KB </span>","children":null,"spread":false},{"title":"机器学习基础面试题.md <span style='color:#111;'> 15.16KB </span>","children":null,"spread":false},{"title":"【1】javascript.md <span style='color:#111;'> 14.40KB </span>","children":null,"spread":false},{"title":"梯度下降.md <span style='color:#111;'> 14.10KB </span>","children":null,"spread":false},{"title":"string.md <span style='color:#111;'> 14.08KB </span>","children":null,"spread":false},{"title":"dp.md <span style='color:#111;'> 14.01KB </span>","children":null,"spread":false},{"title":"binaryTree.md <span style='color:#111;'> 13.86KB </span>","children":null,"spread":false},{"title":"操作系统.md <span style='color:#111;'> 11.77KB </span>","children":null,"spread":false},{"title":"向量化搜索.md <span style='color:#111;'> 11.61KB </span>","children":null,"spread":false},{"title":"DecisionTree.md <span style='color:#111;'> 11.47KB </span>","children":null,"spread":false},{"title":"greedy.md <span style='color:#111;'> 11.45KB </span>","children":null,"spread":false},{"title":"search.md <span style='color:#111;'> 11.37KB </span>","children":null,"spread":false},{"title":"Word2Vec详解.md <span style='color:#111;'> 11.12KB </span>","children":null,"spread":false},{"title":"Array.md <span style='color:#111;'> 11.02KB </span>","children":null,"spread":false},{"title":"graph.md <span style='color:#111;'> 10.67KB </span>","children":null,"spread":false},{"title":"【3】css.md <span style='color:#111;'> 10.29KB </span>","children":null,"spread":false},{"title":"Adaboost.md <span style='color:#111;'> 9.83KB </span>","children":null,"spread":false},{"title":"【5】前端框架及打包工具.md <span style='color:#111;'> 9.82KB </span>","children":null,"spread":false},{"title":"RandomForest.md <span style='color:#111;'> 9.47KB </span>","children":null,"spread":false},{"title":"collaborative_filtering.md <span style='color:#111;'> 9.41KB </span>","children":null,"spread":false},{"title":"logic.md <span style='color:#111;'> 9.11KB </span>","children":null,"spread":false},{"title":"mapreduce.md <span style='color:#111;'> 8.95KB </span>","children":null,"spread":false},{"title":"FrequentPattern.md <span style='color:#111;'> 8.63KB </span>","children":null,"spread":false},{"title":"linklist.md <span style='color:#111;'> 8.60KB </span>","children":null,"spread":false},{"title":"【6】nodejs.md <span style='color:#111;'> 8.45KB </span>","children":null,"spread":false},{"title":"metrics.md <span style='color:#111;'> 8.39KB </span>","children":null,"spread":false},{"title":"【4】网络及浏览器.md <span style='color:#111;'> 8.06KB </span>","children":null,"spread":false},{"title":"probability.md <span style='color:#111;'> 7.38KB </span>","children":null,"spread":false},{"title":"w2v+tf-idf.md <span style='color:#111;'> 6.92KB </span>","children":null,"spread":false},{"title":"文本表征方式.md <span style='color:#111;'> 6.83KB </span>","children":null,"spread":false},{"title":"kmeans.md <span style='color:#111;'> 6.81KB </span>","children":null,"spread":false},{"title":"gbdt_lr.md <span style='color:#111;'> 6.79KB </span>","children":null,"spread":false},{"title":"CRF.md <span style='color:#111;'> 6.70KB </span>","children":null,"spread":false},{"title":"sort.md <span style='color:#111;'> 6.48KB </span>","children":null,"spread":false},{"title":"EnsembleLearning.md <span style='color:#111;'> 6.47KB </span>","children":null,"spread":false},{"title":"LightGBM.md <span style='color:#111;'> 6.24KB </span>","children":null,"spread":false},{"title":"Apriori.md <span style='color:#111;'> 6.18KB </span>","children":null,"spread":false},{"title":"kNN.md <span style='color:#111;'> 6.14KB </span>","children":null,"spread":false},{"title":"FTRL.md <span style='color:#111;'> 5.88KB </span>","children":null,"spread":false},{"title":"Graph_Embedding.md <span style='color:#111;'> 5.23KB </span>","children":null,"spread":false},{"title":"HMM.md <span style='color:#111;'> 5.16KB </span>","children":null,"spread":false},{"title":"基于深度学习的模型.md <span style='color:#111;'> 5.10KB </span>","children":null,"spread":false},{"title":"questions.md <span style='color:#111;'> 5.08KB </span>","children":null,"spread":false},{"title":"deepfm.md <span style='color:#111;'> 4.79KB </span>","children":null,"spread":false},{"title":"ABTest.md <span style='color:#111;'> 4.69KB </span>","children":null,"spread":false},{"title":"Prophet.md <span style='color:#111;'> 4.51KB </span>","children":null,"spread":false},{"title":"Catboost.md <span style='color:#111;'> 4.06KB </span>","children":null,"spread":false},{"title":"文本结构理解.md <span style='color:#111;'> 3.57KB </span>","children":null,"spread":false},{"title":"【2】html.md <span style='color:#111;'> 2.92KB </span>","children":null,"spread":false},{"title":"数据库.md <span style='color:#111;'> 2.48KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 395B </span>","children":null,"spread":false},{"title":"NLG.md <span style='color:#111;'> 270B </span>","children":null,"spread":false},{"title":"Word2Vec详解.pdf <span style='color:#111;'> 617.90KB </span>","children":null,"spread":false},{"title":"LightGBM.png <span style='color:#111;'> 600.60KB </span>","children":null,"spread":false},{"title":"image-20210703211855105.png <span style='color:#111;'> 229.95KB </span>","children":null,"spread":false},{"title":"Adboost框架图.png <span style='color:#111;'> 214.59KB </span>","children":null,"spread":false},{"title":"auc.png <span style='color:#111;'> 210.89KB </span>","children":null,"spread":false},{"title":"image-20210616214714505.png <span style='color:#111;'> 201.75KB </span>","children":null,"spread":false},{"title":"image-20210903204605132.png <span style='color:#111;'> 160.38KB </span>","children":null,"spread":false},{"title":"20200314215428236.png <span style='color:#111;'> 129.92KB </span>","children":null,"spread":false},{"title":"apr.png <span style='color:#111;'> 113.79KB </span>","children":null,"spread":false},{"title":"ce.png <span style='color:#111;'> 110.40KB </span>","children":null,"spread":false},{"title":"gbdt-2.png <span style='color:#111;'> 109.58KB </span>","children":null,"spread":false},{"title":"gbdt-3.png <span style='color:#111;'> 93.93KB </span>","children":null,"spread":false},{"title":"image-20210616214012974.png <span style='color:#111;'> 84.88KB </span>","children":null,"spread":false},{"title":"image-20210703212000568.png <span style='color:#111;'> 82.92KB </span>","children":null,"spread":false},{"title":"Word2Vec.png <span style='color:#111;'> 74.79KB </span>","children":null,"spread":false},{"title":"word2vec-3.PNG <span style='color:#111;'> 74.38KB </span>","children":null,"spread":false},{"title":"fptree.png <span style='color:#111;'> 66.18KB </span>","children":null,"spread":false},{"title":"exm6.png <span style='color:#111;'> 61.71KB </span>","children":null,"spread":false},{"title":"NNLM.png <span style='color:#111;'> 59.24KB </span>","children":null,"spread":false},{"title":"gbdt-1.png <span style='color:#111;'> 55.68KB </span>","children":null,"spread":false},{"title":"v2-a08645e392a6a5cb49e271e5310f0dd8_1440w.png <span style='color:#111;'> 49.42KB </span>","children":null,"spread":false},{"title":"gbdt-4.png <span style='color:#111;'> 49.02KB </span>","children":null,"spread":false},{"title":"fp.png <span style='color:#111;'> 48.58KB </span>","children":null,"spread":false},{"title":"mult_gbdt.png <span style='color:#111;'> 47.04KB </span>","children":null,"spread":false},{"title":"image-20210903212122156.png <span style='color:#111;'> 45.07KB </span>","children":null,"spread":false},{"title":"image-20210903212122156-0675286.png <span style='color:#111;'> 45.07KB </span>","children":null,"spread":false},{"title":"3e1f4862466b01fdfb642f6c1d6da19b.png <span style='color:#111;'> 36.47KB </span>","children":null,"spread":false},{"title":"g-2.png <span style='color:#111;'> 33.10KB </span>","children":null,"spread":false},{"title":"conf_matrix.png <span style='color:#111;'> 31.32KB </span>","children":null,"spread":false},{"title":"......","children":null,"spread":false},{"title":"<span style='color:steelblue;'>文件过多，未全部展示</span>","children":null,"spread":false}],"spread":true}]