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

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Files
  1. 01 Introduction to Course/attached_files/002 Course Overview/Python-and-Spark-for-Big-Data-master.zip 1.67MB
  2. 01 Introduction to Course/attached_files/003 Frequently Asked Questions/Python-and-Spark-for-Big-Data-master.zip 1.67MB
  3. 11 Linear Regression/attached_files/037 Linear Regression Example Code Along/Ecommerce-Customers.csv 84.83KB
  4. 01 Introduction to Course/001 Introduction.mp4 11.61MB
  5. 01 Introduction to Course/002 Course Overview.mp4 14.43MB
  6. 01 Introduction to Course/003 Frequently Asked Questions.html 759B
  7. 01 Introduction to Course/004 What is Spark Why Python.mp4 48.14MB
  8. 02 Setting up Python with Spark/005 Set-up Overview.mp4 10.83MB
  9. 02 Setting up Python with Spark/006 Note on Installation Sections.html 662B
  10. 03 Local VirtualBox Set-up/007 Local Installation VirtualBox Part 1.mp4 37.68MB
  11. 03 Local VirtualBox Set-up/008 Local Installation VirtualBox Part 2.mp4 46.48MB
  12. 03 Local VirtualBox Set-up/009 Setting up PySpark.mp4 15.54MB
  13. 04 AWS EC2 PySpark Set-up/010 AWS EC2 Set-up Guide.mp4 5.29MB
  14. 04 AWS EC2 PySpark Set-up/011 Creating the EC2 Instance.mp4 62.98MB
  15. 04 AWS EC2 PySpark Set-up/012 SSH with Mac or Linux.mp4 9.25MB
  16. 04 AWS EC2 PySpark Set-up/013 Installations on EC2.mp4 50.40MB
  17. 05 Databricks Setup/014 Databricks Setup.mp4 27.62MB
  18. 06 AWS EMR Cluster Setup/015 AWS EMR Setup.mp4 45.33MB
  19. 07 Python Crash Course/016 Introduction to Python Crash Course.mp4 3.08MB
  20. 07 Python Crash Course/017 Jupyter Notebook Overview.mp4 13.21MB
  21. 07 Python Crash Course/018 Python Crash Course Part One.mp4 29.52MB
  22. 07 Python Crash Course/019 Python Crash Course Part Two.mp4 22.25MB
  23. 07 Python Crash Course/020 Python Crash Course Part Three.mp4 23.17MB
  24. 07 Python Crash Course/021 Python Crash Course Exercises.mp4 5.00MB
  25. 07 Python Crash Course/022 Python Crash Course Exercise Solutions.mp4 25.10MB
  26. 08 Spark DataFrame Basics/023 Introduction to Spark DataFrames.mp4 4.69MB
  27. 08 Spark DataFrame Basics/024 Spark DataFrame Basics.mp4 21.07MB
  28. 08 Spark DataFrame Basics/025 Spark DataFrame Basics Part Two.mp4 19.71MB
  29. 08 Spark DataFrame Basics/026 Spark DataFrame Basic Operations.mp4 27.57MB
  30. 08 Spark DataFrame Basics/027 Groupby and Aggregate Operations.mp4 28.82MB
  31. 08 Spark DataFrame Basics/028 Missing Data.mp4 17.22MB
  32. 08 Spark DataFrame Basics/029 Dates and Timestamps.mp4 24.12MB
  33. 09 Spark DataFrame Project Exercise/030 DataFrame Project Exercise.mp4 11.89MB
  34. 09 Spark DataFrame Project Exercise/031 DataFrame Project Exercise Solutions.mp4 45.06MB
  35. 10 Introduction to Machine Learning with MLlib/032 Introduction to Machine Learning and ISLR.mp4 18.92MB
  36. 10 Introduction to Machine Learning with MLlib/033 Machine Learning with Spark and Python with MLlib.mp4 51.32MB
  37. 11 Linear Regression/034 Linear Regression Theory and Reading.mp4 9.88MB
  38. 11 Linear Regression/035 Linear Regression Documentation Example.mp4 40.63MB
  39. 11 Linear Regression/036 Regression Evaluation.mp4 11.96MB
  40. 11 Linear Regression/037 Linear Regression Example Code Along.mp4 39.17MB
  41. 11 Linear Regression/038 Linear Regression Consulting Project.mp4 6.75MB
  42. 11 Linear Regression/039 Linear Regression Consulting Project Solutions.mp4 38.75MB
  43. 12 Logistic Regression/040 Logistic Regression Theory and Reading.mp4 20.64MB
  44. 12 Logistic Regression/041 Logistic Regression Example Code Along.mp4 53.36MB
  45. 12 Logistic Regression/042 Logistic Regression Consulting Project.mp4 6.33MB
  46. 12 Logistic Regression/043 Logistic Regression Consulting Project Solutions.mp4 33.97MB
  47. 13 Decision Trees and Random Forests/044 Tree Methods Theory and Reading.mp4 14.66MB
  48. 13 Decision Trees and Random Forests/045 Tree Methods Documentation Examples.mp4 34.15MB
  49. 13 Decision Trees and Random Forests/046 Decision Tress and Random Forest Code Along Examples.mp4 49.10MB
  50. 13 Decision Trees and Random Forests/047 Random Forest - Classification Consulting Project.mp4 5.41MB
  51. 13 Decision Trees and Random Forests/048 Random Forest Classification Consulting Project Solutions.mp4 15.91MB
  52. 14 K-means Clustering/049 K-means Clustering Theory and Reading.mp4 12.89MB
  53. 14 K-means Clustering/050 KMeans Clustering Documentation Example.mp4 20.85MB
  54. 14 K-means Clustering/051 Clustering Example Code Along.mp4 27.88MB
  55. 14 K-means Clustering/052 Clustering Consulting Project.mp4 6.59MB
  56. 14 K-means Clustering/053 Clustering Consulting Project Solutions.mp4 23.03MB
  57. 15 Collaborative Filtering for Recommender Systems/054 Introduction to Recommender Systems.mp4 12.68MB
  58. 15 Collaborative Filtering for Recommender Systems/055 Recommender System - Code Along Project.mp4 24.59MB
  59. 16 Natural Language Processing/056 Introduction to Natural Language Processing.mp4 14.32MB
  60. 16 Natural Language Processing/057 NLP Tools Part One.mp4 36.19MB
  61. 16 Natural Language Processing/058 NLP Tools Part Two.mp4 18.86MB
  62. 16 Natural Language Processing/059 Natural Language Processing Code Along Project.mp4 35.20MB
  63. 17 Spark Streaming with Python/060 Introduction to Streaming with Spark.mp4 32.62MB
  64. 17 Spark Streaming with Python/061 Spark Streaming Documentation Example.mp4 28.57MB
  65. 17 Spark Streaming with Python/062 Spark Streaming Twitter Project - Part.mp4 11.79MB
  66. 17 Spark Streaming with Python/063 Spark Streaming Twitter Project - Part Two.mp4 29.30MB
  67. 17 Spark Streaming with Python/064 Spark Streaming Twitter Project - Part Three.mp4 55.00MB
  68. 18 Bonus/065 BONUS LECTURE.html 1.53KB
  69. [FreeTutorials.Us].txt 75B
  70. Freetutorials.Us.url 119B