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[FreeTutorials.Us] spark-and-python-for-big-data-with-pyspark

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视频 2018-8-4 13:41 2024-10-28 06:45 138 1.51 GB 62
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FreeTutorials Us spark-and-python-for-big-data-with-pyspark

文件列表
  1. 01 Introduction to Course/001 Introduction.mp411.61MB
  2. 01 Introduction to Course/002 Course Overview.mp414.43MB
  3. 01 Introduction to Course/004 What is Spark Why Python.mp448.14MB
  4. 02 Setting up Python with Spark/005 Set-up Overview.mp410.83MB
  5. 03 Local VirtualBox Set-up/007 Local Installation VirtualBox Part 1.mp437.68MB
  6. 03 Local VirtualBox Set-up/008 Local Installation VirtualBox Part 2.mp446.48MB
  7. 03 Local VirtualBox Set-up/009 Setting up PySpark.mp415.54MB
  8. 04 AWS EC2 PySpark Set-up/010 AWS EC2 Set-up Guide.mp45.29MB
  9. 04 AWS EC2 PySpark Set-up/011 Creating the EC2 Instance.mp462.98MB
  10. 04 AWS EC2 PySpark Set-up/012 SSH with Mac or Linux.mp49.25MB
  11. 04 AWS EC2 PySpark Set-up/013 Installations on EC2.mp450.4MB
  12. 05 Databricks Setup/014 Databricks Setup.mp427.62MB
  13. 06 AWS EMR Cluster Setup/015 AWS EMR Setup.mp445.33MB
  14. 07 Python Crash Course/016 Introduction to Python Crash Course.mp43.08MB
  15. 07 Python Crash Course/017 Jupyter Notebook Overview.mp413.21MB
  16. 07 Python Crash Course/018 Python Crash Course Part One.mp429.52MB
  17. 07 Python Crash Course/019 Python Crash Course Part Two.mp422.25MB
  18. 07 Python Crash Course/020 Python Crash Course Part Three.mp423.17MB
  19. 07 Python Crash Course/021 Python Crash Course Exercises.mp45MB
  20. 07 Python Crash Course/022 Python Crash Course Exercise Solutions.mp425.1MB
  21. 08 Spark DataFrame Basics/023 Introduction to Spark DataFrames.mp44.69MB
  22. 08 Spark DataFrame Basics/024 Spark DataFrame Basics.mp421.07MB
  23. 08 Spark DataFrame Basics/025 Spark DataFrame Basics Part Two.mp419.71MB
  24. 08 Spark DataFrame Basics/026 Spark DataFrame Basic Operations.mp427.57MB
  25. 08 Spark DataFrame Basics/027 Groupby and Aggregate Operations.mp428.82MB
  26. 08 Spark DataFrame Basics/028 Missing Data.mp417.22MB
  27. 08 Spark DataFrame Basics/029 Dates and Timestamps.mp424.12MB
  28. 09 Spark DataFrame Project Exercise/030 DataFrame Project Exercise.mp411.89MB
  29. 09 Spark DataFrame Project Exercise/031 DataFrame Project Exercise Solutions.mp445.06MB
  30. 10 Introduction to Machine Learning with MLlib/032 Introduction to Machine Learning and ISLR.mp418.92MB
  31. 10 Introduction to Machine Learning with MLlib/033 Machine Learning with Spark and Python with MLlib.mp451.32MB
  32. 11 Linear Regression/034 Linear Regression Theory and Reading.mp49.88MB
  33. 11 Linear Regression/035 Linear Regression Documentation Example.mp440.63MB
  34. 11 Linear Regression/036 Regression Evaluation.mp411.96MB
  35. 11 Linear Regression/037 Linear Regression Example Code Along.mp439.17MB
  36. 11 Linear Regression/038 Linear Regression Consulting Project.mp46.75MB
  37. 11 Linear Regression/039 Linear Regression Consulting Project Solutions.mp438.75MB
  38. 12 Logistic Regression/040 Logistic Regression Theory and Reading.mp420.64MB
  39. 12 Logistic Regression/041 Logistic Regression Example Code Along.mp453.36MB
  40. 12 Logistic Regression/042 Logistic Regression Consulting Project.mp46.33MB
  41. 12 Logistic Regression/043 Logistic Regression Consulting Project Solutions.mp433.97MB
  42. 13 Decision Trees and Random Forests/044 Tree Methods Theory and Reading.mp414.66MB
  43. 13 Decision Trees and Random Forests/045 Tree Methods Documentation Examples.mp434.15MB
  44. 13 Decision Trees and Random Forests/046 Decision Tress and Random Forest Code Along Examples.mp449.1MB
  45. 13 Decision Trees and Random Forests/047 Random Forest - Classification Consulting Project.mp45.41MB
  46. 13 Decision Trees and Random Forests/048 Random Forest Classification Consulting Project Solutions.mp415.91MB
  47. 14 K-means Clustering/049 K-means Clustering Theory and Reading.mp412.89MB
  48. 14 K-means Clustering/050 KMeans Clustering Documentation Example.mp420.85MB
  49. 14 K-means Clustering/051 Clustering Example Code Along.mp427.88MB
  50. 14 K-means Clustering/052 Clustering Consulting Project.mp46.59MB
  51. 14 K-means Clustering/053 Clustering Consulting Project Solutions.mp423.03MB
  52. 15 Collaborative Filtering for Recommender Systems/054 Introduction to Recommender Systems.mp412.68MB
  53. 15 Collaborative Filtering for Recommender Systems/055 Recommender System - Code Along Project.mp424.59MB
  54. 16 Natural Language Processing/056 Introduction to Natural Language Processing.mp414.32MB
  55. 16 Natural Language Processing/057 NLP Tools Part One.mp436.19MB
  56. 16 Natural Language Processing/058 NLP Tools Part Two.mp418.86MB
  57. 16 Natural Language Processing/059 Natural Language Processing Code Along Project.mp435.2MB
  58. 17 Spark Streaming with Python/060 Introduction to Streaming with Spark.mp432.62MB
  59. 17 Spark Streaming with Python/061 Spark Streaming Documentation Example.mp428.57MB
  60. 17 Spark Streaming with Python/062 Spark Streaming Twitter Project - Part.mp411.79MB
  61. 17 Spark Streaming with Python/063 Spark Streaming Twitter Project - Part Two.mp429.3MB
  62. 17 Spark Streaming with Python/064 Spark Streaming Twitter Project - Part Three.mp455MB
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