Rebelway - Intro To Machine Learning

8.96 GB | 43min 15s | mp4 | 2560X1440 | 16:9
Genre:eLearning |Language:English

Files Included :
FileName :A-智能Ai-01 introduction.mp4 | Size: (15.93 MB)
FileName :A-智能Ai-02 main concepts intro.mp4 | Size: (47.92 MB)
FileName :A-智能Ai-03 ai fields and architectures.mp4 | Size: (43.43 MB)
FileName :A-智能Ai-04 software and tools 1.mp4 | Size: (64.41 MB)
FileName :A-智能Ai-05 hardware.mp4 | Size: (34.26 MB)
FileName :A-智能Ai-06 jupyer notebook.mp4 | Size: (89.93 MB)
FileName :A-智能Ai-07 apis.mp4 | Size: (55.05 MB)
FileName :A-智能Ai-08 data files and formats.mp4 | Size: (43.78 MB)
FileName :A-智能Ai-09 calculus derivative.mp4 | Size: (106.91 MB)
FileName :A-智能Ai-10 calculus integrals.mp4 | Size: (85 MB)
FileName :A-智能Ai-11 calculus the chain rule.mp4 | Size: (61.07 MB)
FileName :A-智能Ai-12 linear algebra.mp4 | Size: (71.27 MB)
FileName :A-智能Ai-13 python operations-006.mp4 | Size: (134.47 MB)
FileName :A-智能Ai-14 data and memory.mp4 | Size: (66.1 MB)
FileName :A-智能Ai-15 bitwise operators.mp4 | Size: (51.93 MB)
FileName :B-01 introduction介绍.mp4 | Size: (16.32 MB)
FileName :B-02 solid principles坚实的原则.mp4 | Size: (52.72 MB)
FileName :B-03 memoization记忆化.mp4 | Size: (46.97 MB)
FileName :B-04 basic data structures基本数据结构.mp4 | Size: (58.05 MB)
FileName :B-05 binary data structures二进制数据结构.mp4 | Size: (68.46 MB)
FileName :B-06 graphs图.mp4 | Size: (62.47 MB)
FileName :B-07 numpy intronumpy简介.mp4 | Size: (102.78 MB)
FileName :B-08 cuda processingcuda加工.mp4 | Size: (88.37 MB)
FileName :B-09 tensors and scipy张量与scipy.mp4 | Size: (56.44 MB)
FileName :B-10 houdini environments胡迪尼环境.mp4 | Size: (27.66 MB)
FileName :B-11 maze solve explanation迷宫解决解释.mp4 | Size: (70.96 MB)
FileName :B-12 maze solve code迷宫求解代码.mp4 | Size: (85.45 MB)
FileName :B-13 maze solve in houdini胡迪尼的迷宫破解.mp4 | Size: (58.66 MB)
FileName :B-14 assignment分配.mp4 | Size: (11.75 MB)
FileName :C-01-data intro数据介绍.mp4 | Size: (59.44 MB)
FileName :C-02-web scraping卷筒纸刮取.mp4 | Size: (65.89 MB)
FileName :C-03-kagglekaggle.mp4 | Size: (49.05 MB)
FileName :C-04-hugging face拥抱的脸.mp4 | Size: (23.31 MB)
FileName :C-05-google colab谷歌colab.mp4 | Size: (30.88 MB)
FileName :C-06-mlopsmlops.mp4 | Size: (58.89 MB)
FileName :C-07-pandas intro 01熊猫介绍01.mp4 | Size: (68.79 MB)
FileName :C-08-pandas intro 02熊猫介绍02.mp4 | Size: (110.64 MB)
FileName :C-09-pandas utilities熊猫公用事业.mp4 | Size: (62.75 MB)
FileName :C-10-matplotlib intromatplotlib简介.mp4 | Size: (67.31 MB)
FileName :C-11-seaborn intro-003seaborn简介-003.mp4 | Size: (141.47 MB)
FileName :C-12-edaeda.mp4 | Size: (26.89 MB)
FileName :C-13-noir黑色.mp4 | Size: (43.03 MB)
FileName :C-14-data pipelines数据管道.mp4 | Size: (93.84 MB)
FileName :C-15-databases数据库.mp4 | Size: (43.23 MB)
FileName :C-16-extra libraries额外的库.mp4 | Size: (29.34 MB)
FileName :C-17-assignment分配.mp4 | Size: (8 MB)
FileName :D-AI-01 machine learning intro机器学习简介.mp4 | Size: (83.63 MB)
FileName :D-AI-02 linear regression intro线性回归简介.mp4 | Size: (119.13 MB)
FileName :D-AI-03 linear regression r2 and pvalue线性回归r2和p值.mp4 | Size: (91.01 MB)
FileName :D-AI-04 linear regression raw python线性回归原始python.mp4 | Size: (51.2 MB)
FileName :D-AI-05 training sets训练集.mp4 | Size: (35.55 MB)
FileName :D-AI-06 sklearn simple linear regressionsklearn简单线性回归.mp4 | Size: (37.13 MB)
FileName :D-AI-07 multiple linear regression多元线性回归.mp4 | Size: (78.1 MB)
FileName :D-AI-08 evaluation metrics评估指标.mp4 | Size: (81.12 MB)
FileName :D-AI-09 importance of data数据的重要性.mp4 | Size: (30.73 MB)
FileName :D-AI-10 logistic regression逻辑回归.mp4 | Size: (67.12 MB)
FileName :D-AI-11 confusion matrix混淆矩阵.mp4 | Size: (33.59 MB)
FileName :D-AI-12 logisctic regression evaluation metrics逻辑回归评价指标.mp4 | Size: (51.78 MB)
FileName :D-AI-13 roc and aucroc和auc.mp4 | Size: (75.12 MB)
FileName :D-AI-14 logistic regression steps逻辑回归步骤.mp4 | Size: (50.04 MB)
FileName :D-AI-15 entropy熵.mp4 | Size: (39.77 MB)
FileName :D-AI-16 logistic regression numpy-001逻辑回归编号-001.mp4 | Size: (121.45 MB)
FileName :D-AI-17 logistic regression scikitlearn jupyter逻辑回归scikitslearn jupyter.mp4 | Size: (81.45 MB)
FileName :D-AI-18 logistic regression houdini-003逻辑回归houdini-003.mp4 | Size: (142.71 MB)
FileName :D-AI-19 assignment分配.mp4 | Size: (16.88 MB)
FileName :E-AI-01 bias and variance偏差和方差.mp4 | Size: (53.96 MB)
FileName :E-AI-02 partial derivatives偏导数.mp4 | Size: (38.18 MB)
FileName :E-AI-03 gradient descent梯度下降.mp4 | Size: (126.15 MB)
FileName :E-AI-04 stochastic gradient descent随机梯度下降.mp4 | Size: (74.77 MB)
FileName :E-AI-05 vizualizing learning ratesvizualizing学习率.mp4 | Size: (14.71 MB)
FileName :E-AI-06 types of gradient descent梯度下降类型.mp4 | Size: (43.27 MB)
FileName :E-AI-07 sgd with mini batch带小批量的sgd.mp4 | Size: (76.21 MB)
FileName :E-AI-08 feature engineering特征工程.mp4 | Size: (62.86 MB)
FileName :E-AI-09 standard deviation标准偏差.mp4 | Size: (26.39 MB)
FileName :E-AI-10 naive bayes朴素贝叶斯.mp4 | Size: (126.33 MB)
FileName :E-AI-11 naive bayes implementation朴素贝叶斯实现.mp4 | Size: (108.1 MB)
FileName :E-AI-12 naive bayes ue demo朴素贝叶斯ue演示.mp4 | Size: (48.07 MB)
FileName :E-AI-13 tf idftf idf.mp4 | Size: (61.52 MB)
FileName :E-AI-14 knn introknn简介.mp4 | Size: (100.56 MB)
FileName :E-AI-15 knn implementationknn实现.mp4 | Size: (116.59 MB)
FileName :E-AI-16 houdini data (1440p).mp4 | Size: (101.6 MB)
FileName :E-AI-17 decision trees (1440p).mp4 | Size: (113.91 MB)
FileName :E-AI-18 random forest随机森林.mp4 | Size: (37.53 MB)
FileName :E-AI-19 random forest implementation随机林实现.mp4 | Size: (45.22 MB)
FileName :E-AI-20 week 05 assignment第05周任务.mp4 | Size: (16.31 MB)
FileName :F-01 mlops framework框架.mp4 | Size: (65.6 MB)
FileName :F-02 support vector machine支持向量机.mp4 | Size: (81.15 MB)
FileName :F-03 svm dimensions维数.mp4 | Size: (29.63 MB)
FileName :F-04 the kernel trick内核技巧.mp4 | Size: (41.74 MB)
FileName :F-05 svm implementation实现.mp4 | Size: (79.64 MB)
FileName :F-06 practical svm实用.mp4 | Size: (104.64 MB)
FileName :F-07 cross validation交叉验证.mp4 | Size: (37.61 MB)
FileName :F-08 locally weighted regression局部加权回归.mp4 | Size: (58.77 MB)
FileName :F-09 subgradients次梯度.mp4 | Size: (23.97 MB)
FileName :F-10 vector databases矢量数据库.mp4 | Size: (85.9 MB)
FileName :F-11 sql 2数据库.mp4 | Size: (134.11 MB)
FileName :G-01 intro简介.mp4 | Size: (29.04 MB)
FileName :G-02 intro to neural networksintro to神经网络.mp4 | Size: (111.94 MB)
FileName :G-03 basic neural network implementation基本神经网络实现.mp4 | Size: (155.41 MB)
FileName :G-04 visualizing the loss function可视化损失函数.mp4 | Size: (16.67 MB)
FileName :G-05 multilayer perceptron多层感知器.mp4 | Size: (80.68 MB)
FileName :G-06 multiple input nn多重输入nn.mp4 | Size: (23.61 MB)
FileName :G-07 backpropagation反向传播.mp4 | Size: (85.06 MB)
FileName :G-08 autograd自转的.mp4 | Size: (37.99 MB)
FileName :G-09 activation functions激活函数（ F）.mp4 | Size: (80.81 MB)
FileName :G-10 convolutional neural networks卷积神经网络.mp4 | Size: (40.81 MB)
FileName :H-01 intro简介.mp4 | Size: (57.01 MB)
FileName :H-02 regularization正规化.mp4 | Size: (49.87 MB)
FileName :H-03 cnn explainercnn解释者.mp4 | Size: (79.97 MB)
FileName :H-04 tensorflow introduction张量流介绍.mp4 | Size: (63.07 MB)
FileName :H-05 tensorflow linear regression张量流线性回归.mp4 | Size: (99.58 MB)
FileName :H-06 tensorflow circles classification张量流圆分类.mp4 | Size: (49.1 MB)
FileName :H-07 tensorflow mnist张量流mnist.mp4 | Size: (50.03 MB)
FileName :H-08 pytorch intropytorch简介.mp4 | Size: (62.97 MB)
FileName :H-09 pytorch fashionmnistpytorch时尚主义者.mp4 | Size: (75.68 MB)
FileName :H-10 tensorflow cnn张量流cnn.mp4 | Size: (165.76 MB)
FileName :H-11 assignment分配.mp4 | Size: (21.75 MB)
FileName :I-01 week 9 introduction第9周介绍.mp4 | Size: (41.28 MB)
FileName :I-02 cnn architecturescnn架构.mp4 | Size: (86.83 MB)
FileName :I-03 computer vision计算机视觉.mp4 | Size: (76.78 MB)
FileName :I-04 fine tuning and transfer learning微调与迁移学习.mp4 | Size: (27.39 MB)
FileName :I-05 pytorch resnetpytorch资源网.mp4 | Size: (144.88 MB)
FileName :I-06 tensorflow transfer learning张量流迁移学习.mp4 | Size: (158 MB)
FileName :I-07 containers容器.mp4 | Size: (48.43 MB)
FileName :I-08 docker introdocker简介.mp4 | Size: (47.52 MB)
FileName :I-09 streamlit docker applicationstreamlit docker应用程序.mp4 | Size: (109.78 MB)
FileName :I-10 prefetching预取.mp4 | Size: (28.29 MB)
FileName :I-11 system design系统设计.mp4 | Size: (59.2 MB)
FileName :I-12 google cloud services谷歌云服务.mp4 | Size: (87.97 MB)
FileName :I-13 k9 assignmentk9分配.mp4 | Size: (11.14 MB)
FileName :J-01 multi object detection detectron2多对象检测检测器2.mp4 | Size: (110.25 MB)
FileName :J-02 nlp intronlp inro.mp4 | Size: (142.33 MB)
FileName :J-03 intro to transformers变压器介绍.mp4 | Size: (31.15 MB)
FileName :J-04 transformer architectures变压器架构.mp4 | Size: (125.71 MB)
FileName :J-05 llm conceptsllm概念.mp4 | Size: (55.63 MB)
FileName :J-06 pytorch docspytorch文档.mp4 | Size: (20.34 MB)
FileName :J-07 ai extra conceptsai额外概念.mp4 | Size: (14.94 MB)
FileName :J-08 houdini replicate apihoudini复制api.mp4 | Size: (59.06 MB)
FileName :J-09 houdini next steps胡迪尼的下一步行动.mp4 | Size: (12.73 MB)
FileName :J-10 generative ai first steps生成人工智能的第一步.mp4 | Size: (21.32 MB)
FileName :J-11 reinforcement learning first steps强化学习的第一步.mp4 | Size: (18.88 MB)
FileName :J-12 assignment分配.mp4 | Size: (14.95 MB)]
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