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种子名称： [FreeTutorials.Us] spark-and-python-for-big-data-with-pyspark
文件类型： 视频
文件数目： 62个文件
文件大小： 1.51 GB
收录时间： 2018-8-4 13:41
已经下载： 3次
资源热度： 122
最近下载： 2024-8-4 15:24

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

01 Introduction to Course/001 Introduction.mp411.61MB

01 Introduction to Course/002 Course Overview.mp414.43MB

01 Introduction to Course/004 What is Spark Why Python.mp448.14MB

02 Setting up Python with Spark/005 Set-up Overview.mp410.83MB

03 Local VirtualBox Set-up/007 Local Installation VirtualBox Part 1.mp437.68MB

03 Local VirtualBox Set-up/008 Local Installation VirtualBox Part 2.mp446.48MB

03 Local VirtualBox Set-up/009 Setting up PySpark.mp415.54MB

04 AWS EC2 PySpark Set-up/010 AWS EC2 Set-up Guide.mp45.29MB

04 AWS EC2 PySpark Set-up/011 Creating the EC2 Instance.mp462.98MB

04 AWS EC2 PySpark Set-up/012 SSH with Mac or Linux.mp49.25MB

04 AWS EC2 PySpark Set-up/013 Installations on EC2.mp450.4MB

05 Databricks Setup/014 Databricks Setup.mp427.62MB

06 AWS EMR Cluster Setup/015 AWS EMR Setup.mp445.33MB

07 Python Crash Course/016 Introduction to Python Crash Course.mp43.08MB

07 Python Crash Course/017 Jupyter Notebook Overview.mp413.21MB

07 Python Crash Course/018 Python Crash Course Part One.mp429.52MB

07 Python Crash Course/019 Python Crash Course Part Two.mp422.25MB

07 Python Crash Course/020 Python Crash Course Part Three.mp423.17MB

07 Python Crash Course/021 Python Crash Course Exercises.mp45MB

07 Python Crash Course/022 Python Crash Course Exercise Solutions.mp425.1MB

08 Spark DataFrame Basics/023 Introduction to Spark DataFrames.mp44.69MB

08 Spark DataFrame Basics/024 Spark DataFrame Basics.mp421.07MB

08 Spark DataFrame Basics/025 Spark DataFrame Basics Part Two.mp419.71MB

08 Spark DataFrame Basics/026 Spark DataFrame Basic Operations.mp427.57MB

08 Spark DataFrame Basics/027 Groupby and Aggregate Operations.mp428.82MB

08 Spark DataFrame Basics/028 Missing Data.mp417.22MB

08 Spark DataFrame Basics/029 Dates and Timestamps.mp424.12MB

09 Spark DataFrame Project Exercise/030 DataFrame Project Exercise.mp411.89MB

09 Spark DataFrame Project Exercise/031 DataFrame Project Exercise Solutions.mp445.06MB

10 Introduction to Machine Learning with MLlib/032 Introduction to Machine Learning and ISLR.mp418.92MB

10 Introduction to Machine Learning with MLlib/033 Machine Learning with Spark and Python with MLlib.mp451.32MB

11 Linear Regression/034 Linear Regression Theory and Reading.mp49.88MB

11 Linear Regression/035 Linear Regression Documentation Example.mp440.63MB

11 Linear Regression/036 Regression Evaluation.mp411.96MB

11 Linear Regression/037 Linear Regression Example Code Along.mp439.17MB

11 Linear Regression/038 Linear Regression Consulting Project.mp46.75MB

11 Linear Regression/039 Linear Regression Consulting Project Solutions.mp438.75MB

12 Logistic Regression/040 Logistic Regression Theory and Reading.mp420.64MB

12 Logistic Regression/041 Logistic Regression Example Code Along.mp453.36MB

12 Logistic Regression/042 Logistic Regression Consulting Project.mp46.33MB

12 Logistic Regression/043 Logistic Regression Consulting Project Solutions.mp433.97MB

13 Decision Trees and Random Forests/044 Tree Methods Theory and Reading.mp414.66MB

13 Decision Trees and Random Forests/045 Tree Methods Documentation Examples.mp434.15MB

13 Decision Trees and Random Forests/046 Decision Tress and Random Forest Code Along Examples.mp449.1MB

13 Decision Trees and Random Forests/047 Random Forest - Classification Consulting Project.mp45.41MB

13 Decision Trees and Random Forests/048 Random Forest Classification Consulting Project Solutions.mp415.91MB

14 K-means Clustering/049 K-means Clustering Theory and Reading.mp412.89MB

14 K-means Clustering/050 KMeans Clustering Documentation Example.mp420.85MB

14 K-means Clustering/051 Clustering Example Code Along.mp427.88MB

14 K-means Clustering/052 Clustering Consulting Project.mp46.59MB

14 K-means Clustering/053 Clustering Consulting Project Solutions.mp423.03MB

15 Collaborative Filtering for Recommender Systems/054 Introduction to Recommender Systems.mp412.68MB

15 Collaborative Filtering for Recommender Systems/055 Recommender System - Code Along Project.mp424.59MB

16 Natural Language Processing/056 Introduction to Natural Language Processing.mp414.32MB

16 Natural Language Processing/057 NLP Tools Part One.mp436.19MB

16 Natural Language Processing/058 NLP Tools Part Two.mp418.86MB

16 Natural Language Processing/059 Natural Language Processing Code Along Project.mp435.2MB

17 Spark Streaming with Python/060 Introduction to Streaming with Spark.mp432.62MB

17 Spark Streaming with Python/061 Spark Streaming Documentation Example.mp428.57MB

17 Spark Streaming with Python/062 Spark Streaming Twitter Project - Part.mp411.79MB

17 Spark Streaming with Python/063 Spark Streaming Twitter Project - Part Two.mp429.3MB

17 Spark Streaming with Python/064 Spark Streaming Twitter Project - Part Three.mp455MB