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[FreeTutorials.Us] spark-and-python-for-big-data-with-pyspark
magnet:?xt=urn:btih:91a2f6f5fd0e308348f3d2e29bd21b015c3e3b3f&dn=[FreeTutorials.Us] spark-and-python-for-big-data-with-pyspark
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91a2f6f5fd0e308348f3d2e29bd21b015c3e3b3f
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62
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1.51 GB
文件大小
2018-8-4 13:41
创建日期
2024-9-21 10:53
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FreeTutorials
Us
spark-and-python-for-big-data-with-pyspark
01 Introduction to Course/001 Introduction.mp4 11.61 MB
01 Introduction to Course/002 Course Overview.mp4 14.43 MB
01 Introduction to Course/004 What is Spark Why Python.mp4 48.14 MB
02 Setting up Python with Spark/005 Set-up Overview.mp4 10.83 MB
03 Local VirtualBox Set-up/007 Local Installation VirtualBox Part 1.mp4 37.68 MB
03 Local VirtualBox Set-up/008 Local Installation VirtualBox Part 2.mp4 46.48 MB
03 Local VirtualBox Set-up/009 Setting up PySpark.mp4 15.54 MB
04 AWS EC2 PySpark Set-up/010 AWS EC2 Set-up Guide.mp4 5.29 MB
04 AWS EC2 PySpark Set-up/011 Creating the EC2 Instance.mp4 62.98 MB
04 AWS EC2 PySpark Set-up/012 SSH with Mac or Linux.mp4 9.25 MB
04 AWS EC2 PySpark Set-up/013 Installations on EC2.mp4 50.4 MB
05 Databricks Setup/014 Databricks Setup.mp4 27.62 MB
06 AWS EMR Cluster Setup/015 AWS EMR Setup.mp4 45.33 MB
07 Python Crash Course/016 Introduction to Python Crash Course.mp4 3.08 MB
07 Python Crash Course/017 Jupyter Notebook Overview.mp4 13.21 MB
07 Python Crash Course/018 Python Crash Course Part One.mp4 29.52 MB
07 Python Crash Course/019 Python Crash Course Part Two.mp4 22.25 MB
07 Python Crash Course/020 Python Crash Course Part Three.mp4 23.17 MB
07 Python Crash Course/021 Python Crash Course Exercises.mp4 5 MB
07 Python Crash Course/022 Python Crash Course Exercise Solutions.mp4 25.1 MB
08 Spark DataFrame Basics/023 Introduction to Spark DataFrames.mp4 4.69 MB
08 Spark DataFrame Basics/024 Spark DataFrame Basics.mp4 21.07 MB
08 Spark DataFrame Basics/025 Spark DataFrame Basics Part Two.mp4 19.71 MB
08 Spark DataFrame Basics/026 Spark DataFrame Basic Operations.mp4 27.57 MB
08 Spark DataFrame Basics/027 Groupby and Aggregate Operations.mp4 28.82 MB
08 Spark DataFrame Basics/028 Missing Data.mp4 17.22 MB
08 Spark DataFrame Basics/029 Dates and Timestamps.mp4 24.12 MB
09 Spark DataFrame Project Exercise/030 DataFrame Project Exercise.mp4 11.89 MB
09 Spark DataFrame Project Exercise/031 DataFrame Project Exercise Solutions.mp4 45.06 MB
10 Introduction to Machine Learning with MLlib/032 Introduction to Machine Learning and ISLR.mp4 18.92 MB
10 Introduction to Machine Learning with MLlib/033 Machine Learning with Spark and Python with MLlib.mp4 51.32 MB
11 Linear Regression/034 Linear Regression Theory and Reading.mp4 9.88 MB
11 Linear Regression/035 Linear Regression Documentation Example.mp4 40.63 MB
11 Linear Regression/036 Regression Evaluation.mp4 11.96 MB
11 Linear Regression/037 Linear Regression Example Code Along.mp4 39.17 MB
11 Linear Regression/038 Linear Regression Consulting Project.mp4 6.75 MB
11 Linear Regression/039 Linear Regression Consulting Project Solutions.mp4 38.75 MB
12 Logistic Regression/040 Logistic Regression Theory and Reading.mp4 20.64 MB
12 Logistic Regression/041 Logistic Regression Example Code Along.mp4 53.36 MB
12 Logistic Regression/042 Logistic Regression Consulting Project.mp4 6.33 MB
12 Logistic Regression/043 Logistic Regression Consulting Project Solutions.mp4 33.97 MB
13 Decision Trees and Random Forests/044 Tree Methods Theory and Reading.mp4 14.66 MB
13 Decision Trees and Random Forests/045 Tree Methods Documentation Examples.mp4 34.15 MB
13 Decision Trees and Random Forests/046 Decision Tress and Random Forest Code Along Examples.mp4 49.1 MB
13 Decision Trees and Random Forests/047 Random Forest - Classification Consulting Project.mp4 5.41 MB
13 Decision Trees and Random Forests/048 Random Forest Classification Consulting Project Solutions.mp4 15.91 MB
14 K-means Clustering/049 K-means Clustering Theory and Reading.mp4 12.89 MB
14 K-means Clustering/050 KMeans Clustering Documentation Example.mp4 20.85 MB
14 K-means Clustering/051 Clustering Example Code Along.mp4 27.88 MB
14 K-means Clustering/052 Clustering Consulting Project.mp4 6.59 MB
14 K-means Clustering/053 Clustering Consulting Project Solutions.mp4 23.03 MB
15 Collaborative Filtering for Recommender Systems/054 Introduction to Recommender Systems.mp4 12.68 MB
15 Collaborative Filtering for Recommender Systems/055 Recommender System - Code Along Project.mp4 24.59 MB
16 Natural Language Processing/056 Introduction to Natural Language Processing.mp4 14.32 MB
16 Natural Language Processing/057 NLP Tools Part One.mp4 36.19 MB
16 Natural Language Processing/058 NLP Tools Part Two.mp4 18.86 MB
16 Natural Language Processing/059 Natural Language Processing Code Along Project.mp4 35.2 MB
17 Spark Streaming with Python/060 Introduction to Streaming with Spark.mp4 32.62 MB
17 Spark Streaming with Python/061 Spark Streaming Documentation Example.mp4 28.57 MB
17 Spark Streaming with Python/062 Spark Streaming Twitter Project - Part.mp4 11.79 MB
17 Spark Streaming with Python/063 Spark Streaming Twitter Project - Part Two.mp4 29.3 MB
17 Spark Streaming with Python/064 Spark Streaming Twitter Project - Part Three.mp4 55 MB
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