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[FreeTutorials.Us] spark-and-python-for-big-data-with-pyspark
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2018-8-4 13:41
2024-10-28 06:45
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spark-and-python-for-big-data-with-pyspark
文件列表
01 Introduction to Course/001 Introduction.mp4
11.61MB
01 Introduction to Course/002 Course Overview.mp4
14.43MB
01 Introduction to Course/004 What is Spark Why Python.mp4
48.14MB
02 Setting up Python with Spark/005 Set-up Overview.mp4
10.83MB
03 Local VirtualBox Set-up/007 Local Installation VirtualBox Part 1.mp4
37.68MB
03 Local VirtualBox Set-up/008 Local Installation VirtualBox Part 2.mp4
46.48MB
03 Local VirtualBox Set-up/009 Setting up PySpark.mp4
15.54MB
04 AWS EC2 PySpark Set-up/010 AWS EC2 Set-up Guide.mp4
5.29MB
04 AWS EC2 PySpark Set-up/011 Creating the EC2 Instance.mp4
62.98MB
04 AWS EC2 PySpark Set-up/012 SSH with Mac or Linux.mp4
9.25MB
04 AWS EC2 PySpark Set-up/013 Installations on EC2.mp4
50.4MB
05 Databricks Setup/014 Databricks Setup.mp4
27.62MB
06 AWS EMR Cluster Setup/015 AWS EMR Setup.mp4
45.33MB
07 Python Crash Course/016 Introduction to Python Crash Course.mp4
3.08MB
07 Python Crash Course/017 Jupyter Notebook Overview.mp4
13.21MB
07 Python Crash Course/018 Python Crash Course Part One.mp4
29.52MB
07 Python Crash Course/019 Python Crash Course Part Two.mp4
22.25MB
07 Python Crash Course/020 Python Crash Course Part Three.mp4
23.17MB
07 Python Crash Course/021 Python Crash Course Exercises.mp4
5MB
07 Python Crash Course/022 Python Crash Course Exercise Solutions.mp4
25.1MB
08 Spark DataFrame Basics/023 Introduction to Spark DataFrames.mp4
4.69MB
08 Spark DataFrame Basics/024 Spark DataFrame Basics.mp4
21.07MB
08 Spark DataFrame Basics/025 Spark DataFrame Basics Part Two.mp4
19.71MB
08 Spark DataFrame Basics/026 Spark DataFrame Basic Operations.mp4
27.57MB
08 Spark DataFrame Basics/027 Groupby and Aggregate Operations.mp4
28.82MB
08 Spark DataFrame Basics/028 Missing Data.mp4
17.22MB
08 Spark DataFrame Basics/029 Dates and Timestamps.mp4
24.12MB
09 Spark DataFrame Project Exercise/030 DataFrame Project Exercise.mp4
11.89MB
09 Spark DataFrame Project Exercise/031 DataFrame Project Exercise Solutions.mp4
45.06MB
10 Introduction to Machine Learning with MLlib/032 Introduction to Machine Learning and ISLR.mp4
18.92MB
10 Introduction to Machine Learning with MLlib/033 Machine Learning with Spark and Python with MLlib.mp4
51.32MB
11 Linear Regression/034 Linear Regression Theory and Reading.mp4
9.88MB
11 Linear Regression/035 Linear Regression Documentation Example.mp4
40.63MB
11 Linear Regression/036 Regression Evaluation.mp4
11.96MB
11 Linear Regression/037 Linear Regression Example Code Along.mp4
39.17MB
11 Linear Regression/038 Linear Regression Consulting Project.mp4
6.75MB
11 Linear Regression/039 Linear Regression Consulting Project Solutions.mp4
38.75MB
12 Logistic Regression/040 Logistic Regression Theory and Reading.mp4
20.64MB
12 Logistic Regression/041 Logistic Regression Example Code Along.mp4
53.36MB
12 Logistic Regression/042 Logistic Regression Consulting Project.mp4
6.33MB
12 Logistic Regression/043 Logistic Regression Consulting Project Solutions.mp4
33.97MB
13 Decision Trees and Random Forests/044 Tree Methods Theory and Reading.mp4
14.66MB
13 Decision Trees and Random Forests/045 Tree Methods Documentation Examples.mp4
34.15MB
13 Decision Trees and Random Forests/046 Decision Tress and Random Forest Code Along Examples.mp4
49.1MB
13 Decision Trees and Random Forests/047 Random Forest - Classification Consulting Project.mp4
5.41MB
13 Decision Trees and Random Forests/048 Random Forest Classification Consulting Project Solutions.mp4
15.91MB
14 K-means Clustering/049 K-means Clustering Theory and Reading.mp4
12.89MB
14 K-means Clustering/050 KMeans Clustering Documentation Example.mp4
20.85MB
14 K-means Clustering/051 Clustering Example Code Along.mp4
27.88MB
14 K-means Clustering/052 Clustering Consulting Project.mp4
6.59MB
14 K-means Clustering/053 Clustering Consulting Project Solutions.mp4
23.03MB
15 Collaborative Filtering for Recommender Systems/054 Introduction to Recommender Systems.mp4
12.68MB
15 Collaborative Filtering for Recommender Systems/055 Recommender System - Code Along Project.mp4
24.59MB
16 Natural Language Processing/056 Introduction to Natural Language Processing.mp4
14.32MB
16 Natural Language Processing/057 NLP Tools Part One.mp4
36.19MB
16 Natural Language Processing/058 NLP Tools Part Two.mp4
18.86MB
16 Natural Language Processing/059 Natural Language Processing Code Along Project.mp4
35.2MB
17 Spark Streaming with Python/060 Introduction to Streaming with Spark.mp4
32.62MB
17 Spark Streaming with Python/061 Spark Streaming Documentation Example.mp4
28.57MB
17 Spark Streaming with Python/062 Spark Streaming Twitter Project - Part.mp4
11.79MB
17 Spark Streaming with Python/063 Spark Streaming Twitter Project - Part Two.mp4
29.3MB
17 Spark Streaming with Python/064 Spark Streaming Twitter Project - Part Three.mp4
55MB
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