深度视角 | 100个机器学习面试题+LeetCode实战 - 算法面试课程 - 第四期 - 附源码资料

? ????
?     ? ????
?         ? 04????PDF??????
?             ? 01?????
                ????????.pdf  [2.2 MB]
                ??????.pdf  [2.9 MB]
                ????????.pdf  [2.9 MB]
                ??????.pdf  [793.7 KB]
                ??????.pdf  [2.5 MB]
?             ? 03??????
?                 ? hmm
?                     ? ??????
                        2.HMM????????????.pdf  [533.8 KB]
                        3.HMM????????????????.pdf  [547.5 KB]
                        4.HMM??????????.pdf  [426.8 KB]
                        1.HMM-????????.pdf  [483.7 KB]
?                 ? crf
?                     ? ??????
                        CRF??????.pdf  [792.6 KB]
                        klinger-crf-intro.pdf  [916.4 KB]
?                 ? kmeans
                    k-means.pdf  [1.3 MB]
?             ? 04??????
?                 ? ????
                    ??????????????????.pdf  [2.8 MB]
                    ????????????????????.pdf  [3.0 MB]
?                 ? ???
                    BFS??DFS.pdf  [2.9 MB]
                    ??????????.pdf  [2.0 MB]
                    ???????.pdf  [2.9 MB]
?             ? ????
                ?????.pptx  [16.5 MB]
                ? ????.pptx  [16.4 MB]
                ???????????????.pptx  [16.5 MB]
                kmp.pptx  [17.0 MB]
                513 ???????????.pptx  [16.4 MB]
                ????????????????.pptx  [16.4 MB]
                ???????????????.pptx  [16.4 MB]
                ?????????????.pptx  [16.4 MB]
                ????.pptx  [16.6 MB]
                ????????????????.pptx  [16.4 MB]
                ???????????.pptx  [16.3 MB]
                ????????.pptx  [16.7 MB]
                ??I???.pptx  [16.5 MB]
                69. x ???????.pptx  [16.4 MB]
?             ? 02?????
?                 ? svm
                    ???????cs229_smo.pdf  [77.8 KB]
                    SVM??????.pdf  [1023.7 KB]
                    SMO????????.pdf  [556.6 KB]
?             ? 05??????
?                 ? ??????
                    3. leetcode416??01?????????.pdf  [954.1 KB]
                    2. 01????????.pdf  [809.4 KB]
                    5. ????????????(leetcode 1143??).pdf  [775.0 KB]
                    1. ?????????(leetcode 70??).pdf  [2.8 MB]
                    4. ????????????(leetcode 300??).pdf  [736.2 KB]
?                 ? ???
                    1. ??????(????????????????????????????).pdf  [2.9 MB]
                    2. ?????(??????????????).pdf  [3.0 MB]
?                 ? ??????
                    gbm-Freidman-1999.pdf  [567.9 KB]
                    GBDT.pdf  [3.3 MB]
                    xgboost.pdf  [4.2 MB]
                    BoostedTree.pdf  [1.4 MB]
                    xgboost paper.pdf  [778.8 KB]
?             ? 06??????
                ????.pdf  [2.1 MB]
                ????????????????.pdf  [451.6 KB]
                ??????AdaGrad??RMSProp??AdaDelta??Adam.pdf  [747.6 KB]
                ?????????????????.pdf  [1.3 MB]
?         ? ?????????????
?             ? ??????week1????????
?                 ? ???
                    iris_lr_demo.py  [778.0 B]
                    LogisticRegression.py  [3.0 KB]
                LogisticRegression??.pdf  [817.0 KB]
?             ? ??????week1????????
?                 ? ???
                    04-Gini-Index.ipynb  [17.1 KB]
                    01-What-is-Decision-Tree.ipynb  [22.2 KB]
                    02-Entropy.ipynb  [16.1 KB]
                    05-CART-and-Decision-Tree-Hyperparameters.ipynb  [68.7 KB]
                    03-Entropy-Split-Simulation.ipynb  [17.4 KB]
                ????????.pdf  [423.1 KB]
?         ? 03??????
?             ? ????
                ????????????.pdf  [374.6 KB]
                logistics.py  [915.0 B]
?             ? hmm
?                 ? ??????
?                     ? data
                        199801???????.data  [10.6 MB]
?                     ? model
                        hmm.model  [301.2 KB]
                    hmm_segment.py  [3.7 KB]
?             ? ?????
?                 ? ????
                    ??????.zip  [112.2 KB]
?             ? ?????????
                code.zip  [189.4 KB]
?             ? SVM
?                 ? ????
                    03-SVM-Regressor.ipynb  [3.3 KB]
                    01-SVM-in-scikit-learn.ipynb  [70.0 KB]
                    02-RBF-Kernel-in-scikit-learn.ipynb  [80.2 KB]
?             ? ????
?                 ? ????
                    01-????????????????????????????.ipynb  [226.8 KB]
                    1.png  [25.1 KB]
                    02-????????????????????????.ipynb  [66.6 KB]
                    04-Metropolis-Hastings???Beta????????.ipynb  [26.7 KB]
                    03-????????????????.ipynb  [5.5 KB]
?             ? RNN??
                RNN??.pdf  [1.1 MB]
                RNN.ipynb  [27.3 KB]
?             ? kmeans??
                kmeans????.pdf  [621.4 KB]
                1.png  [65.3 KB]
                data.txt  [610.0 B]
                kmeans.ipynb  [331.2 KB]
        ???????.png  [493.5 KB]
    ???????.png  [493.5 KB]
42.Week5?????????????????????????(leetcode1143??).mp4  [27.3 MB]
35.Week5????????????P4?????1.mp4  [20.6 MB]
45.Week5??????????????????????????????P2GRU??LSTM.mp4  [11.6 MB]
30.??????nlp?????????????????????baseline????.mp4  [108.2 MB]
22.Week3?????????????P4???????.mp4  [32.1 MB]
26.??????nlp???????????????????Baseline???.mp4  [70.2 MB]
06.Week1???????????????????P1??????.mp4  [20.3 MB]
10.Week2???????????????P3????SVM?????????????.mp4  [37.0 MB]
13.Week2???????????????P6smo??.mp4  [41.6 MB]
32.??????nlp????????????????????????????.mp4  [103.9 MB]
43.Week5?????????????????????????(leetcode300??).mp4  [24.1 MB]
30.Week4?????????????P4???????????.mp4  [24.6 MB]
11.Week2???????????????P4??????SVM.mp4  [24.5 MB]
49.Week6???????????????????????????P4????????????????.mp4  [11.7 MB]
33.??????nlp??????????????????????????????.mp4  [70.7 MB]
18.Week3??????????????????????K-means.mp4  [37.5 MB]
41.Week5?????????????leetcode416??01?????????.mp4  [36.4 MB]
34.Week5????????????P3??????????.mp4  [6.5 MB]
20.Week3?????????????P2???????????????.mp4  [51.6 MB]
47.Week6???????????????????????????P2???????????.mp4  [26.2 MB]
23.Week4????????????????????P1hmm????????????????.mp4  [27.1 MB]
04.Week1????????????????????????????????P3????????.mp4  [21.3 MB]
40.Week5?????????????01????????.mp4  [47.1 MB]
17.Week2????????????????????????PCA??LDA.mp4  [42.0 MB]
19.Week3?????????????P1????????.mp4  [59.3 MB]
27.Week4?????????????P1DFS??BFS.mp4  [34.9 MB]
12.Week2???????????????P5?????.mp4  [23.6 MB]
54.Week6??xgboost??????????????????P6???????.mp4  [11.1 MB]
31.??????nlp????????????????????baseline???????.mp4  [47.2 MB]
44.Week5??????????????????????????????P1RNN.mp4  [22.5 MB]
23.??????nlp??????????????????NLP???????????????-???????????.mp4  [33.7 MB]
29.??????nlp??????????????????????word2vec???.mp4  [73.1 MB]
15.Week2?????????????P2????????.mp4  [45.3 MB]
16.Week2?????????????P3?????.mp4  [21.9 MB]
09.Week2???????????????P2svm?????????.mp4  [16.9 MB]
07.Week1???????????????????P2??????.mp4  [24.1 MB]
48.Week6???????????????????????????P3??????????.mp4  [37.5 MB]
24.Week4????????????????????P2HMM??????????????.mp4  [39.9 MB]
14.Week2?????????????P1KMP??.mp4  [56.4 MB]
53.Week6??xgboost??????????????????P5?????????.mp4  [20.0 MB]
46.Week6???????????????????????????P1????????.mp4  [25.7 MB]
39.Week5??????????????????????(leetcode70??).mp4  [18.3 MB]
28.??????nlp???????????????tensorflow2.0????.mp4  [71.6 MB]
21.Week3?????????????P3????????????????.mp4  [22.2 MB]
29.Week4?????????????P3??????????.mp4  [25.9 MB]
26.Week4????????????????????P4crf???????.mp4  [31.3 MB]
27.??????nlp????????????????????????????????.mp4  [77.6 MB]
31.Week4?????????????P4????????????????????.mp4  [35.9 MB]
08.Week2???????????????P1????????????.mp4  [7.4 MB]
25.??????nlp????????????????????????????.mp4  [78.2 MB]
24.??????nlp??????????????????NLP???????????????-???????????????.mp4  [38.8 MB]
37.Week5???????????????????(????????????????????????????).mp4  [38.5 MB]
33.Week5????????????P2????.mp4  [14.1 MB]
32.Week5????????????P1????????????.mp4  [9.2 MB]
25.Week4????????????????????P3crf?????????????.mp4  [24.8 MB]
50.Week6??xgboost??????????????????P1xgboost??????????.mp4  [20.5 MB]
38.Week5??????????????????(??????????????).mp4  [66.3 MB]
36.Week5????????????P5?????2.mp4  [57.3 MB]
05.Week1????????????????????????????????P4????.mp4  [27.7 MB]
03.Week1????????????????????????????????P2??????.mp4  [27.0 MB]
01.????.mp4  [10.6 MB]
51.Week6??xgboost??????????????????P2????.mp4  [26.8 MB]
52.Week6??xgboost??????????????????P3????????????.mp4  [33.8 MB]
02.Week1????????????????????????????????P1????????.mp4  [29.7 MB]
28.Week4?????????????P2???????.mp4  [33.0 MB]