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[FreeCoursesOnline.Me] [UDACITY] NLP Foundations Nanodegree - [FCO]
magnet:?xt=urn:btih:56ed6a82b8981ad46a7c5c58e8893f61012284ef&dn=[FreeCoursesOnline.Me] [UDACITY] NLP Foundations Nanodegree - [FCO]
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56ed6a82b8981ad46a7c5c58e8893f61012284ef
infohash:
200
文件数量
1.02 GB
文件大小
2020-6-8 19:21
创建日期
2024-8-3 10:59
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相关分词
FreeCoursesOnline
Me
UDACITY
NLP
Foundations
Nanodegree
-
FCO
Part 01-Module 01-Lesson 01_Intro to Natural Language Processing/01. Welcome to NLP-g-AlFF61p0I.mp4 4.97 MB
Part 01-Module 01-Lesson 01_Intro to Natural Language Processing/02. Structured Languages-NsmqUIHlk6U.mp4 5.36 MB
Part 01-Module 01-Lesson 01_Intro to Natural Language Processing/03. Grammar-Jw3dA7xmoQ4.mp4 2.14 MB
Part 01-Module 01-Lesson 01_Intro to Natural Language Processing/04. Unstructured Text-OmwSdaec5vU.mp4 4.63 MB
Part 01-Module 01-Lesson 01_Intro to Natural Language Processing/06. Context-J-4pfu2w1C0.mp4 4.62 MB
Part 01-Module 01-Lesson 01_Intro to Natural Language Processing/07. Natural Language Processing-sQiURKPFXNM.mp4 15.48 MB
Part 01-Module 01-Lesson 01_Intro to Natural Language Processing/08. Applications of NLP-33dq-H6U4AI.mp4 27.97 MB
Part 01-Module 01-Lesson 01_Intro to Natural Language Processing/09. NLP H 8-LMvKyA3ZBZE.mp4 30.44 MB
Part 01-Module 01-Lesson 01_Intro to Natural Language Processing/10. NLP Services-vTupzLkpxJU.mp4 16.49 MB
Part 01-Module 01-Lesson 01_Intro to Natural Language Processing/11. Getting Started with Watson-9LTS9JfGNzM.mp4 21.81 MB
Part 01-Module 01-Lesson 01_Intro to Natural Language Processing/12. Deploying a Bluemix Application-YF2SgUXzk9k.mp4 2.85 MB
Part 01-Module 01-Lesson 01_Intro to Natural Language Processing/13. Towards Augmented Intelligence-6y2B8VKoGTw.mp4 12.37 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/01. Introduction-ZWRZvOXiC28.mp4 12.77 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/02. Classsification Example-Dh625piH7Z0.mp4 2.07 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/03. Classification Example-46PywnGa_cQ.mp4 1.62 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/04. Linear Boundaries-X-uMlsBi07k.mp4 3.85 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/05. 09 Higher Dimensions-eBHunImDmWw.mp4 2.59 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/06. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.mp4 5.13 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/07. Why Neural Networks-zAkzOZntK6Y.mp4 982.27 KB
Part 02-Module 01-Lesson 01_Deep Neural Networks/08. AND And OR Perceptrons-45K5N0P9wJk.mp4 2.68 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/08. XOR Perceptron-TF83GfjYLdw.mp4 947 KB
Part 02-Module 01-Lesson 01_Deep Neural Networks/09. 07 Perceptron Algorithm Trick-lif_qPmXvWA.mp4 3.66 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/09. DL 10 S Perceptron Algorithm-fATmrG2hQzI.mp4 260.01 KB
Part 02-Module 01-Lesson 01_Deep Neural Networks/09. Perceptron Algorithm--zhTROHtscQ.mp4 1.92 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/10. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.mp4 2.87 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/11. Non-Linear Regions-B8UrWnHh1Wc.mp4 1.33 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/12. Error Functions-YfUUunxWIJw.mp4 3.54 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/13. Error Functions-jfKShxGAbok.mp4 7.21 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/14. Discrete vs Continuous-rdP-RPDFkl0.mp4 2.26 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/14. Discrete vs. Continuous-Rm2KxFaPiJg.mp4 5.35 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/15. DL 18 Q Softmax V2-RC_A9Tu99y4.mp4 4.01 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/15. DL 18 S Softmax-n8S-v_LCTms.mp4 1.95 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/15. Quiz - Softmax-NNoezNnAMTY.mp4 1.73 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/16. One-Hot Encoding-AePvjhyvsBo.mp4 1.65 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/17. Maximum Likelihood 1-1yJx-QtlvNI.mp4 5.75 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/17. Maximum Likelihood 2-6nUUeQ9AeUA.mp4 3.85 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/18. Quiz - Cross 1--xxrisIvD0E.mp4 3.02 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/18. Quiz Cross Entropy-njq6bYrPqSU.mp4 1.86 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/19. Cross Entropy 1-iREoPUrpXvE.mp4 4.22 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/20. CrossEntropy V1-1BnhC6e0TFw.mp4 6.61 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/20. Formula For Cross 1-qvr_ego_d6w.mp4 2.08 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/21. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.mp4 4.14 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/22. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.mp4 1.49 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/22. Error Function-V5kkHldUlVU.mp4 4.84 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/23. Gradient Descent-rhVIF-nigrY.mp4 3.76 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/24. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.mp4 3.2 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/25. Continuous Perceptrons-07-JJ-aGEfM.mp4 1.13 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/26. Non-Linear Data-F7ZiE8PQiSc.mp4 2.14 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/27. Non-Linear Models-HWuBKCZsCo8.mp4 1.13 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/28. 29 Neural Network Architecture 2-FWN3Sw5fFoM.mp4 2.83 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/28. Combinando modelos-Boy3zHVrWB4.mp4 4.73 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/28. Layers-pg99FkXYK0M.mp4 3.11 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/28. Multiclass Classification-uNTtvxwfox0.mp4 1.88 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/29. DL 41 Feedforward FIX V2-hVCuvMGOfyY.mp4 5.33 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/29. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.mp4 1.72 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/30. Backpropagation V2-1SmY3TZTyUk.mp4 6.52 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/30. Calculating The Gradient 1 -tVuZDbUrzzI.mp4 3.31 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/30. Chain Rule-YAhIBOnbt54.mp4 1.46 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/30. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.mp4 5.69 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/34. Training Optimization-UiGKhx9pUYc.mp4 2.96 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/35. Batch Vs Stochastic Gradient Descent-2p58rVgqsgo.mp4 3.95 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/36. Learning Rate-TwJ8aSZoh2U.mp4 927.05 KB
Part 02-Module 01-Lesson 01_Deep Neural Networks/37. Testing-EeBZpb-PSac.mp4 2 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/38. Underfitting And Overfitting-xj4PlXMsN-Y.mp4 6.42 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/39. Model Complexity Graph-NnS0FJyVcDQ.mp4 4.9 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/40. DL 53 Q Regularization-KxROxcRsHL8.mp4 1.01 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/41. Regularization-ndYnUrx8xvs.mp4 7.57 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/42. Dropout-Ty6K6YiGdBs.mp4 4.22 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/43. Vanishing Gradient-W_JJm_5syFw.mp4 1.32 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/44. Other Activation Functions-kA-1vUt6cvQ.mp4 2.3 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/45. Local Minima-gF_sW_nY-xw.mp4 819.86 KB
Part 02-Module 01-Lesson 01_Deep Neural Networks/46. Random Restart-idyBBCzXiqg.mp4 394.99 KB
Part 02-Module 01-Lesson 01_Deep Neural Networks/47. Momentum-r-rYz_PEWC8.mp4 2.14 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/49. Error Functions Around the World-34AAcTECu2A.mp4 1.73 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/50. Keras Lab-a50un22BsLI.mp4 2.19 MB
Part 02-Module 01-Lesson 01_Deep Neural Networks/52. Outro-HZt6bf73bOo.mp4 3.02 MB
Part 02-Module 02-Lesson 01_Convolutional Neural Networks/01. Introducing Alexis-38ExGpdyvJI.mp4 2.05 MB
Part 02-Module 02-Lesson 01_Convolutional Neural Networks/02. Applications of CNNs-HrYNL_1SV2Y.mp4 17.7 MB
Part 02-Module 02-Lesson 01_Convolutional Neural Networks/03. How Computers Interpret Images-V4f6p6uRhu8.mp4 6.18 MB
Part 02-Module 02-Lesson 01_Convolutional Neural Networks/04. MLPs For Image Classification-TIFStebu530.mp4 4.4 MB
Part 02-Module 02-Lesson 01_Convolutional Neural Networks/05. Categorical Cross-Entropy-3sDYifgjFck.mp4 5.42 MB
Part 02-Module 02-Lesson 01_Convolutional Neural Networks/06. Model Validation in Keras-002jNXSM6CU.mp4 5.2 MB
Part 02-Module 02-Lesson 01_Convolutional Neural Networks/07. When do MLPs (not) work well-deMeuLdZN3Q.mp4 5.54 MB
Part 02-Module 02-Lesson 01_Convolutional Neural Networks/09. Local Connectivity-z9wiDg0w-Dc.mp4 13.09 MB
Part 02-Module 02-Lesson 01_Convolutional Neural Networks/10. Convolutional Layers-h5R_JvdUrUI.mp4 8.04 MB
Part 02-Module 02-Lesson 01_Convolutional Neural Networks/11. Convolutional Layers-RnM1D-XI--8.mp4 19.81 MB
Part 02-Module 02-Lesson 01_Convolutional Neural Networks/12. Stride and Padding-0r9o8hprDXQ.mp4 7.98 MB
Part 02-Module 02-Lesson 01_Convolutional Neural Networks/15. Pooling Layers-OkkIZNs7Cyc.mp4 5.82 MB
Part 02-Module 02-Lesson 01_Convolutional Neural Networks/17. CNNs For Image Classification-l9vg_1YUlzg.mp4 18.16 MB
Part 02-Module 02-Lesson 01_Convolutional Neural Networks/18. CNNs in Keras Practical Example-faFvmGDwXX0.mp4 8.71 MB
Part 02-Module 02-Lesson 01_Convolutional Neural Networks/20. Image Augmentation in Keras-odStujZq3GY.mp4 10.26 MB
Part 02-Module 02-Lesson 01_Convolutional Neural Networks/22. Groundbreaking CNN Architectures-ddrB-mhMfkY.mp4 8.09 MB
Part 02-Module 02-Lesson 01_Convolutional Neural Networks/23. Visualizing CNNs-mnqS_EhEZVg.mp4 9.2 MB
Part 02-Module 02-Lesson 01_Convolutional Neural Networks/25. Transfer Learning-LHG5FltaR6I.mp4 13.32 MB
Part 02-Module 02-Lesson 01_Convolutional Neural Networks/26. Transfer Learning in Keras-HsIAznMM1LA.mp4 12.92 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/01. Introducing Jeremy-U7RmFpVevis.mp4 2.52 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/02. Section 1 Introduction-_zo6RiwmDCk.mp4 4.72 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/03. Motivation for RNNs-vPhD02WxMk8.mp4 5.73 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/04. Vanilla learning and structured input-oAt0eYD5_Tc.mp4 5.78 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/05. Section 2 Introduction-behe53793wo.mp4 1.36 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/06. How do we model an ordered sequence-LYcB8iV2bGE.mp4 5.94 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/07. Simple recursive examples-F4-CBqMsd_Y.mp4 7.53 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/11. Graphical model representations of recursive sequences-OS9yQCTzCkg.mp4 7.63 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/12. A simple model for my savings account balance-JQ2Nzzxx5oQ.mp4 9.01 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/13. Summarizing recursivity-l1H8dfGW2A4.mp4 1.73 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/14. Section 3 Introduction-VyE6NcPbX9Q.mp4 1.49 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/15. AIND RNN 3 0-jXdIx18dIa0.mp4 2.84 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/16. AIND RNN 3 1 1-NMZ4fU2CuHg.mp4 3.75 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/17. 3 1 2 Introducing A Parameterized Formula-I72EOcAroFk.mp4 3.9 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/18. AIND RNN 3 1 3-R1T3JXi_jKY.mp4 3.26 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/19. AIND RNN 3 1 4-XYljYztPvUs.mp4 3.35 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/20. AIND RNN 3 1 5-6LgdU4avFSk.mp4 2.61 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/21. 3 2 0 Example 2-2qYjlOV4Vi0.mp4 1.14 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/22. AIND RNN 3 2 1-ZFWOCob2gZ8.mp4 2.87 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/23. AIND RNN 3 2 2-R4ACff0v7Vk.mp4 3.76 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/24. 3 3 Twists On Example 2 (1)-Xf1oAaTd42w.mp4 5.36 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/25. 3 4 Example 4-UfOUisfQPZc.mp4 4.46 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/26. 3 5 Summary-imv4cLtF38o.mp4 1.68 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/27. Introduction to Section 4-xx4PxKWVmHo.mp4 1.99 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/29. Flaws with the FNN approach-sUXrzpAkF9A.mp4 7.18 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/30. RNNs 4 2 Basic RNN Derivation-Y3-YuSbhbQM.mp4 8.65 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/31. RNNs 4 3 Formulating A Least Squares Loss-F5PVwVrEVHY.mp4 3.43 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/32. RNNs 4 4 RNN Properties- Memory-0B8O2eNv2DY.mp4 4.41 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/33. RNNs 4 5 RNN Properties- Graphical Models-LON9wniFUiE.mp4 2.24 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/34. Technical Issues-6Bpu_XydW2k.mp4 1.88 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/35. Section & Course Summary-gYCL4RBvzRM.mp4 3.02 MB
Part 02-Module 04-Lesson 01_Recurrent Neural Networks/36. Outro-LurBj_gmFwk.mp4 2.43 MB
Part 02-Module 04-Lesson 02_Long Short-Term Memory Networks (LSTM)/02. RNN Vs LSTM-70MgF-IwAr8.mp4 3.58 MB
Part 02-Module 04-Lesson 02_Long Short-Term Memory Networks (LSTM)/03. LSTM Basics-gjb68a4XsqE.mp4 4.03 MB
Part 02-Module 04-Lesson 02_Long Short-Term Memory Networks (LSTM)/04. LSTM Architecture-ycwthhdx8ws.mp4 1.07 MB
Part 02-Module 04-Lesson 02_Long Short-Term Memory Networks (LSTM)/05. Learn Gate-aVHVI7ovbHY.mp4 2.22 MB
Part 02-Module 04-Lesson 02_Long Short-Term Memory Networks (LSTM)/06. Forget Gate-iWxpfxLUPSU.mp4 1.04 MB
Part 02-Module 04-Lesson 02_Long Short-Term Memory Networks (LSTM)/07. Remember Gate-0qlm86HaXuU.mp4 676.91 KB
Part 02-Module 04-Lesson 02_Long Short-Term Memory Networks (LSTM)/08. LSTM 7 Use Gate-5Ifolm1jTdY.mp4 1.5 MB
Part 02-Module 04-Lesson 02_Long Short-Term Memory Networks (LSTM)/09. Putting It All Together-IF8FlKW-Zo0.mp4 1.58 MB
Part 02-Module 04-Lesson 02_Long Short-Term Memory Networks (LSTM)/11. Other Architectures-MsxFDuYlTuQ.mp4 1.71 MB
Part 02-Module 04-Lesson 03_Implementing RNNs and LSTMs/02. IntroToRNNs Render-64HSG6HAfEI.mp4 3.99 MB
Part 02-Module 04-Lesson 03_Implementing RNNs and LSTMs/03. LSTMs-RYbSHogZetc.mp4 6.87 MB
Part 02-Module 04-Lesson 03_Implementing RNNs and LSTMs/04. Character-Wise RNN-dXl3eWCGLdU.mp4 2.88 MB
Part 02-Module 04-Lesson 03_Implementing RNNs and LSTMs/05. Sequence-Batching-Z4OiyU0Cldg.mp4 2.29 MB
Part 02-Module 04-Lesson 03_Implementing RNNs and LSTMs/07. Implementing a Character-wise RNN-KPCMn_jg2oY.mp4 13.63 MB
Part 02-Module 04-Lesson 03_Implementing RNNs and LSTMs/08. Batching Data Solution-o3nBxHJLQcc.mp4 5.08 MB
Part 02-Module 04-Lesson 03_Implementing RNNs and LSTMs/09. LSTM Cell-ajC-5uWB8S4.mp4 7.79 MB
Part 02-Module 04-Lesson 03_Implementing RNNs and LSTMs/10. LSTM Cell Solution-X4uA0dq_4jA.mp4 3.55 MB
Part 02-Module 04-Lesson 03_Implementing RNNs and LSTMs/11. RNN Output-RkanDkcrTxs.mp4 8.92 MB
Part 02-Module 04-Lesson 03_Implementing RNNs and LSTMs/12. Network Loss-itu-uNK4brc.mp4 4.28 MB
Part 02-Module 04-Lesson 03_Implementing RNNs and LSTMs/13. Output And Loss Solutions-CT8hcU7FmGc.mp4 4.69 MB
Part 02-Module 04-Lesson 03_Implementing RNNs and LSTMs/14. Build The Network-RVNjDlWTBQU.mp4 7.1 MB
Part 02-Module 04-Lesson 03_Implementing RNNs and LSTMs/15. Build The Network And Results-hu8iMMqajmQ.mp4 13.27 MB
Part 02-Module 04-Lesson 04_Hyperparameters/02. Introduction-erwnzFD7AeE.mp4 2.22 MB
Part 02-Module 04-Lesson 04_Hyperparameters/03. Learning Rate-HLMjeDez7ps.mp4 9.62 MB
Part 02-Module 04-Lesson 04_Hyperparameters/05. Minibatch Size-GrrO1NFxaW8.mp4 4.78 MB
Part 02-Module 04-Lesson 04_Hyperparameters/06. Number Of Iterations-TTdHpSb4DV8.mp4 1.46 MB
Part 02-Module 04-Lesson 04_Hyperparameters/07. Number Of Hidden Units Layers-IkGAIQH5wH8.mp4 3.4 MB
Part 02-Module 04-Lesson 04_Hyperparameters/08. RNN Hyperparameters-yQvnv7l_aUo.mp4 4.12 MB
Part 02-Module 04-Lesson 05_Sentiment Prediction with RNN/02. Sentiment Prediction-uGN3rZJRiMY.mp4 11.25 MB
Part 02-Module 04-Lesson 05_Sentiment Prediction with RNN/03. Data Preprocessing-h4-LwZU9_k8.mp4 6.86 MB
Part 02-Module 04-Lesson 05_Sentiment Prediction with RNN/04. Creating Testing Sets-BRBbrNLz1ho.mp4 2.13 MB
Part 02-Module 04-Lesson 05_Sentiment Prediction with RNN/05. Building The RNN 1-XTD6slf64fM.mp4 19.11 MB
Part 02-Module 04-Lesson 05_Sentiment Prediction with RNN/06. Training The Network-nknJ3Xu3ld0.mp4 8.41 MB
Part 02-Module 04-Lesson 05_Sentiment Prediction with RNN/07. Sentiment RNN 2-V9YGGjmoHS0.mp4 23.11 MB
Part 03-Module 01-Lesson 01_Natural Language Processing/01. Natural Language Processing-UQBxJzoCp-I.mp4 3.39 MB
Part 03-Module 01-Lesson 01_Natural Language Processing/02. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.mp4 1.28 MB
Part 03-Module 01-Lesson 01_Natural Language Processing/03. Text Processing-pqheVyctkNQ.mp4 2.96 MB
Part 03-Module 01-Lesson 01_Natural Language Processing/04. Feature Extraction-UgENzCmfFWE.mp4 3.47 MB
Part 03-Module 01-Lesson 01_Natural Language Processing/05. Modeling-P4w_2rkxBvE.mp4 1.19 MB
Part 03-Module 01-Lesson 02_Text Processing/01. Text Processing-6LO6I5M18PQ.mp4 1.77 MB
Part 03-Module 01-Lesson 02_Text Processing/03. Capturing Text Data-Z4mnMN1ApG4.mp4 2.37 MB
Part 03-Module 01-Lesson 02_Text Processing/05. Cleaning-qawXp9DPV6I.mp4 19.59 MB
Part 03-Module 01-Lesson 02_Text Processing/06. Normalization-eOV2UUY8vtM.mp4 3.13 MB
Part 03-Module 01-Lesson 02_Text Processing/07. Tokenization-4Ieotbeh4u8.mp4 3.22 MB
Part 03-Module 01-Lesson 02_Text Processing/09. Stop Word Removal-WAU_Ij0GJbw.mp4 1.96 MB
Part 03-Module 01-Lesson 02_Text Processing/10. Part-of-Speech Tagging-WFEu8bXI5OA.mp4 2.15 MB
Part 03-Module 01-Lesson 02_Text Processing/11. Named Entity Recognition-QUQu2nsE7vE.mp4 1.17 MB
Part 03-Module 01-Lesson 02_Text Processing/12. Stemming And Lemmatization-7Gjf81u5hmw.mp4 4.93 MB
Part 03-Module 01-Lesson 02_Text Processing/13. Summary-zKYEvRd2XmI.mp4 977.95 KB
Part 04-Module 01-Lesson 01_Feature Extraction/01. Feature Extraction-Bd6TJB8eVLQ.mp4 2.26 MB
Part 04-Module 01-Lesson 01_Feature Extraction/02. Bag Of Words-A7M1z8yLl0w.mp4 4.01 MB
Part 04-Module 01-Lesson 01_Feature Extraction/03. TF-IDF-XZBiBIRcACE.mp4 2.05 MB
Part 04-Module 01-Lesson 01_Feature Extraction/04. One-Hot Encoding-a0j1CDXFYZI.mp4 1.08 MB
Part 04-Module 01-Lesson 01_Feature Extraction/05. Word Embeddings-4mM_S9L2_JQ.mp4 1.22 MB
Part 04-Module 01-Lesson 01_Feature Extraction/06. Word2Vec-7jjappzGRe0.mp4 2.98 MB
Part 04-Module 01-Lesson 01_Feature Extraction/07. GloVe-KK3PMIiIn8o.mp4 3.81 MB
Part 04-Module 01-Lesson 01_Feature Extraction/08. Embeddings For Deep Learning-gj8u1KG0H2w.mp4 4.7 MB
Part 04-Module 01-Lesson 01_Feature Extraction/09. T-SNE-xxcK8oZ6_WE.mp4 5.56 MB
Part 05-Module 01-Lesson 01_Modeling/01. AIND NLP L2 HS 04 Modeling V2-RGrGi-eKhOQ.mp4 2.86 MB
Part 05-Module 01-Lesson 01_Modeling/08. NLP Summary-B9ul8fsQYOA.mp4 1.38 MB
Part 06-Module 01-Lesson 01_Embeddings and Word2Vec/03. Implementing Word2Vec-7M431_f9HgE.mp4 23.33 MB
Part 06-Module 01-Lesson 01_Embeddings and Word2Vec/04. Subsampling Solution-MAUM_mV_lj8.mp4 9.65 MB
Part 06-Module 01-Lesson 01_Embeddings and Word2Vec/05. Making Batches-jx7qwdw-94k.mp4 7.73 MB
Part 06-Module 01-Lesson 01_Embeddings and Word2Vec/06. Batches Solution-DdfR0RjSC-Q.mp4 3.88 MB
Part 06-Module 01-Lesson 01_Embeddings and Word2Vec/07. Building The Network-fhSb5c6UX6M.mp4 8.09 MB
Part 06-Module 01-Lesson 01_Embeddings and Word2Vec/08. Negative Sampling-gW17AHBKbHY.mp4 4.16 MB
Part 06-Module 01-Lesson 01_Embeddings and Word2Vec/09. Building The Network Solution-pkBAhQ2Ki-8.mp4 7.34 MB
Part 06-Module 01-Lesson 01_Embeddings and Word2Vec/10. Training Results-uISA5ns47s8.mp4 9.78 MB
Part 06-Module 01-Lesson 02_Sequence to Sequence/02. Jay's Introduction-HPOzAlXhuxQ.mp4 5.81 MB
Part 06-Module 01-Lesson 02_Sequence to Sequence/03. Applications seq2seq-tDJBDwriJYQ.mp4 2.48 MB
Part 06-Module 01-Lesson 02_Sequence to Sequence/04. Architecture encoder decoder-dkHdEAJnV_w.mp4 4.49 MB
Part 06-Module 01-Lesson 02_Sequence to Sequence/05. Architecture in More Depth-rdAo4MqLbEk.mp4 5.35 MB
Part 06-Module 01-Lesson 02_Sequence to Sequence/06. Preprocessing-ktQW6p9pOS4.mp4 8.88 MB
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