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Data Science Create Real World Projects

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视频 2023-2-13 20:22 2024-6-2 17:39 93 8.26 GB 92
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Data Science Create Real World Projects

文件列表
  1. [TutsNode.com] - Data Science Create Real World Projects/9 - Introduction to Linear Regression/45 - Learn about OLS [Ordinary Least Squares] algorithm.mp4246.81MB
  2. [TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/76 - Cleaning the data.mp4245.43MB
  3. [TutsNode.com] - Data Science Create Real World Projects/5 - Cleaning data (Coding session) Feature Engineering/24 - Handle data type mismatch.mp4242.79MB
  4. [TutsNode.com] - Data Science Create Real World Projects/8 - Introduction to Decision Tree/42 - Code Decision Tree classifier.mp4235.47MB
  5. [TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/79 - Creating wordcloud.mp4207.3MB
  6. [TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/69 - Mean Encoding for Categorical attributes.mp4206.78MB
  7. [TutsNode.com] - Data Science Create Real World Projects/10 - Introduction to Logistic Regression/53 - Implement Logistic Regression part 2.mp4200.69MB
  8. [TutsNode.com] - Data Science Create Real World Projects/9 - Introduction to Linear Regression/46 - Introduction to working of Linear Regression.mp4194.56MB
  9. [TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/72 - Splitting data and Building models.mp4187.62MB
  10. [TutsNode.com] - Data Science Create Real World Projects/9 - Introduction to Linear Regression/49 - Implement Simple Linear Regression.mp4168.93MB
  11. [TutsNode.com] - Data Science Create Real World Projects/13 - Project 3 Artificial Intelligence Neural Network/91 - Multi-Layer Perception Algorithm part 2.mp4166.06MB
  12. [TutsNode.com] - Data Science Create Real World Projects/7 - Introduction to Machine Learning/38 - Introduction to pandas library.mp4164.11MB
  13. [TutsNode.com] - Data Science Create Real World Projects/13 - Project 3 Artificial Intelligence Neural Network/90 - Learn to create MLP model.mp4156.53MB
  14. [TutsNode.com] - Data Science Create Real World Projects/9 - Introduction to Linear Regression/44 - Introduction to Linear Regression.mp4156.37MB
  15. [TutsNode.com] - Data Science Create Real World Projects/5 - Cleaning data (Coding session) Feature Engineering/27 - Feature Importance.mp4146.29MB
  16. [TutsNode.com] - Data Science Create Real World Projects/10 - Introduction to Logistic Regression/52 - Implement Logistic Regression part 1.mp4145.28MB
  17. [TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/78 - Analyzing most commonly spoken words.mp4141.95MB
  18. [TutsNode.com] - Data Science Create Real World Projects/8 - Introduction to Decision Tree/40 - Decision Tree part 1.mp4140.12MB
  19. [TutsNode.com] - Data Science Create Real World Projects/6 - Introduction to Feature Transformation/33 - Standardization in practice.mp4138.1MB
  20. [TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/71 - Feature Importance.mp4137.27MB
  21. [TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/61 - Analysis 3 How does the price vary.mp4134.34MB
  22. [TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/64 - Analysis 5 How long do people stay at the hotels.mp4132.19MB
  23. [TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/84 - Topic Modeling.mp4128.13MB
  24. [TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/65 - Feature selection using coorelation.mp4127.24MB
  25. [TutsNode.com] - Data Science Create Real World Projects/6 - Introduction to Feature Transformation/32 - Normalization in practice.mp4125.17MB
  26. [TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/73 - Loading the data to the project.mp4117.02MB
  27. [TutsNode.com] - Data Science Create Real World Projects/6 - Introduction to Feature Transformation/35 - One Hot Encoding in practice.mp4116.9MB
  28. [TutsNode.com] - Data Science Create Real World Projects/8 - Introduction to Decision Tree/41 - Decision Tree part 2.mp4116.8MB
  29. [TutsNode.com] - Data Science Create Real World Projects/13 - Project 3 Artificial Intelligence Neural Network/89 - Neuron.mp4116.36MB
  30. [TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/58 - Clean your data.mp4116.32MB
  31. [TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/60 - Analysis 2 How much do guests pay for room per night.mp4112.12MB
  32. [TutsNode.com] - Data Science Create Real World Projects/2 - Data Science Environment Setup/4 - Introduction to Jupyter Notebook.mp4111.36MB
  33. [TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/63 - Analysis 4 Which months are busy months.mp4108.13MB
  34. [TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/85 - Topic Modeling Part Of Speech Tagging.mp4104.4MB
  35. [TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/70 - Preparing our data.mp4102.73MB
  36. [TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/67 - Refine Categorical attributes.mp499.03MB
  37. [TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/57 - Clean NA values.mp498.55MB
  38. [TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/62 - Sorting.mp497.88MB
  39. [TutsNode.com] - Data Science Create Real World Projects/5 - Cleaning data (Coding session) Feature Engineering/26 - Handling missing data.mp495.51MB
  40. [TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/59 - Analysis 1 Where do the guest come from.mp495.22MB
  41. [TutsNode.com] - Data Science Create Real World Projects/8 - Introduction to Decision Tree/43 - Decision Tree GINI index.mp495.2MB
  42. [TutsNode.com] - Data Science Create Real World Projects/5 - Cleaning data (Coding session) Feature Engineering/25 - Remove Duplicate data.mp489.94MB
  43. [TutsNode.com] - Data Science Create Real World Projects/7 - Introduction to Machine Learning/39 - Train Test split Concept.mp489.46MB
  44. [TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/23 - Finalize Data Munging.mp488.46MB
  45. [TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/87 - Text Generation Part 2.mp486.13MB
  46. [TutsNode.com] - Data Science Create Real World Projects/13 - Project 3 Artificial Intelligence Neural Network/93 - Multi-Layer Perception Algorithm part 4.mp485.97MB
  47. [TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/80 - Profanity.mp481.5MB
  48. [TutsNode.com] - Data Science Create Real World Projects/2 - Data Science Environment Setup/3 - Set up environment and Download Machine Learning Libraries.mp480.51MB
  49. [TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/75 - Storing data into the data frame.mp478.19MB
  50. [TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/20 - Goal of data munging.mp477.49MB
  51. [TutsNode.com] - Data Science Create Real World Projects/7 - Introduction to Machine Learning/37 - Structured format for datasets.mp469.64MB
  52. [TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/82 - Sentiment Label.mp469.29MB
  53. [TutsNode.com] - Data Science Create Real World Projects/2 - Data Science Environment Setup/2 - Install anaconda on your machine.mp469.05MB
  54. [TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/66 - Refine Numerical attributes.mp468.25MB
  55. [TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/19 - Cleaning the data.mp467.48MB
  56. [TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/68 - Augment the data.mp463.9MB
  57. [TutsNode.com] - Data Science Create Real World Projects/13 - Project 3 Artificial Intelligence Neural Network/92 - Multi-Layer Perception Algorithm part 3.mp461.44MB
  58. [TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/21 - Understand your data.mp460.89MB
  59. [TutsNode.com] - Data Science Create Real World Projects/5 - Cleaning data (Coding session) Feature Engineering/28 - Plot feature importance plot.mp460.61MB
  60. [TutsNode.com] - Data Science Create Real World Projects/9 - Introduction to Linear Regression/47 - Lecture Introduction to MSE, MAE, RMSE.mp456.96MB
  61. [TutsNode.com] - Data Science Create Real World Projects/6 - Introduction to Feature Transformation/34 - Introduction to One Hot Encoding.mp455.78MB
  62. [TutsNode.com] - Data Science Create Real World Projects/6 - Introduction to Feature Transformation/29 - Introduction to Feature Importance.mp455.69MB
  63. [TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/83 - Plotting Polarity and Subjectivity.mp453.5MB
  64. [TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/12 - Check if data is valid or not.mp451.91MB
  65. [TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/11 - Data Quality.mp451.45MB
  66. [TutsNode.com] - Data Science Create Real World Projects/3 - Data Science Lifecycle Methodology/5 - Data Science Methodologies.mp451.21MB
  67. [TutsNode.com] - Data Science Create Real World Projects/9 - Introduction to Linear Regression/48 - Introduction to R squared.mp449.43MB
  68. [TutsNode.com] - Data Science Create Real World Projects/6 - Introduction to Feature Transformation/31 - Data Standardization.mp448.3MB
  69. [TutsNode.com] - Data Science Create Real World Projects/10 - Introduction to Logistic Regression/51 - Learn about Gradient Descent.mp445.32MB
  70. [TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/22 - Introduction to Outliers.mp445.1MB
  71. [TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/74 - Introduction to Corpus and Term Document Matrix.mp444.29MB
  72. [TutsNode.com] - Data Science Create Real World Projects/3 - Data Science Lifecycle Methodology/6 - CRISP-DM model.mp442.86MB
  73. [TutsNode.com] - Data Science Create Real World Projects/3 - Data Science Lifecycle Methodology/9 - Phases of CRISP-DM part 3.mp439.72MB
  74. [TutsNode.com] - Data Science Create Real World Projects/10 - Introduction to Logistic Regression/50 - Learn about Logistic Regression.mp438.33MB
  75. [TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/81 - Sentimental Analysis.mp437.83MB
  76. [TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/86 - Text Generation.mp436.09MB
  77. [TutsNode.com] - Data Science Create Real World Projects/7 - Introduction to Machine Learning/36 - Types of data in Machine Learning.mp431.59MB
  78. [TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/54 - Introduction to data and data dictionary.mp431.23MB
  79. [TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/17 - How to ensure data quality.mp426.6MB
  80. [TutsNode.com] - Data Science Create Real World Projects/3 - Data Science Lifecycle Methodology/7 - Phases of CRISP-DM.mp426.58MB
  81. [TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/16 - Uniformity of the data.mp425.23MB
  82. [TutsNode.com] - Data Science Create Real World Projects/13 - Project 3 Artificial Intelligence Neural Network/88 - Introduction to Neural Networks.mp424.15MB
  83. [TutsNode.com] - Data Science Create Real World Projects/6 - Introduction to Feature Transformation/30 - Data Normalization.mp423.02MB
  84. [TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/10 - Why to clean the data.mp420.02MB
  85. [TutsNode.com] - Data Science Create Real World Projects/1 - Welcome to the Course Start with Introduction/1 - Introduction.mp418.65MB
  86. [TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/56 - Import data to the project.mp417.56MB
  87. [TutsNode.com] - Data Science Create Real World Projects/3 - Data Science Lifecycle Methodology/8 - Phases of CRISP-DM part 2.mp417.45MB
  88. [TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/55 - Setup project and import libraries.mp414.45MB
  89. [TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/15 - Consistency of the data.mp413.46MB
  90. [TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/14 - Completeness of the data.mp411.25MB
  91. [TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/18 - Inspect the data.mp411.22MB
  92. [TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/13 - Check if data is accurate or not.mp410.82MB
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