FreeTutorials Us spark and python for big data with pyspark | 91A2F6F5FD0E308348F3D2E29BD21B015C3E3B3F

FreeTutorials Us spark and python for big data with pyspark

Name	[FreeTutorials.Us] spark-and-python-for-big-data-with-pyspark	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.6 GB
Total Files	70
Hash	91A2F6F5FD0E308348F3D2E29BD21B015C3E3B3F

/.../002 Course Overview/
Python-and-Spark-for-Big-Data-master.zip	1.7 MB
/.../003 Frequently Asked Questions/
Python-and-Spark-for-Big-Data-master.zip	1.7 MB
/.../037 Linear Regression Example Code Along/
Ecommerce-Customers.csv	86.9 KB
/01 Introduction to Course/
001 Introduction.mp4	12.2 MB
002 Course Overview.mp4	15.1 MB
003 Frequently Asked Questions.html	0.8 KB
004 What is Spark Why Python.mp4	50.5 MB
/02 Setting up Python with Spark/
005 Set-up Overview.mp4	11.4 MB
006 Note on Installation Sections.html	0.7 KB
/03 Local VirtualBox Set-up/
007 Local Installation VirtualBox Part 1.mp4	39.5 MB
008 Local Installation VirtualBox Part 2.mp4	48.7 MB
009 Setting up PySpark.mp4	16.3 MB
/04 AWS EC2 PySpark Set-up/
010 AWS EC2 Set-up Guide.mp4	5.6 MB
011 Creating the EC2 Instance.mp4	66.0 MB
012 SSH with Mac or Linux.mp4	9.7 MB
013 Installations on EC2.mp4	52.8 MB
/05 Databricks Setup/
014 Databricks Setup.mp4	29.0 MB
/06 AWS EMR Cluster Setup/
015 AWS EMR Setup.mp4	47.5 MB
/07 Python Crash Course/
016 Introduction to Python Crash Course.mp4	3.2 MB
017 Jupyter Notebook Overview.mp4	13.9 MB
018 Python Crash Course Part One.mp4	31.0 MB
019 Python Crash Course Part Two.mp4	23.3 MB
020 Python Crash Course Part Three.mp4	24.3 MB
021 Python Crash Course Exercises.mp4	5.2 MB
022 Python Crash Course Exercise Solutions.mp4	26.3 MB
/08 Spark DataFrame Basics/
023 Introduction to Spark DataFrames.mp4	4.9 MB
024 Spark DataFrame Basics.mp4	22.1 MB
025 Spark DataFrame Basics Part Two.mp4	20.7 MB
026 Spark DataFrame Basic Operations.mp4	28.9 MB
027 Groupby and Aggregate Operations.mp4	30.2 MB
028 Missing Data.mp4	18.1 MB
029 Dates and Timestamps.mp4	25.3 MB
/09 Spark DataFrame Project Exercise/
030 DataFrame Project Exercise.mp4	12.5 MB
031 DataFrame Project Exercise Solutions.mp4	47.2 MB
/10 Introduction to Machine Learning with MLlib/
032 Introduction to Machine Learning and ISLR.mp4	19.8 MB
033 Machine Learning with Spark and Python with MLlib.mp4	53.8 MB
/11 Linear Regression/
034 Linear Regression Theory and Reading.mp4	10.4 MB
035 Linear Regression Documentation Example.mp4	42.6 MB
036 Regression Evaluation.mp4	12.5 MB
037 Linear Regression Example Code Along.mp4	41.1 MB
038 Linear Regression Consulting Project.mp4	7.1 MB
039 Linear Regression Consulting Project Solutions.mp4	40.6 MB
/12 Logistic Regression/
040 Logistic Regression Theory and Reading.mp4	21.6 MB
041 Logistic Regression Example Code Along.mp4	56.0 MB
042 Logistic Regression Consulting Project.mp4	6.6 MB
043 Logistic Regression Consulting Project Solutions.mp4	35.6 MB
/13 Decision Trees and Random Forests/
044 Tree Methods Theory and Reading.mp4	15.4 MB
045 Tree Methods Documentation Examples.mp4	35.8 MB
046 Decision Tress and Random Forest Code Along Examples.mp4	51.5 MB
047 Random Forest - Classification Consulting Project.mp4	5.7 MB
048 Random Forest Classification Consulting Project Solutions.mp4	16.7 MB
/14 K-means Clustering/
049 K-means Clustering Theory and Reading.mp4	13.5 MB
050 KMeans Clustering Documentation Example.mp4	21.9 MB
051 Clustering Example Code Along.mp4	29.2 MB
052 Clustering Consulting Project.mp4	6.9 MB
053 Clustering Consulting Project Solutions.mp4	24.2 MB
/15 Collaborative Filtering for Recommender Systems/
054 Introduction to Recommender Systems.mp4	13.3 MB
055 Recommender System - Code Along Project.mp4	25.8 MB
/16 Natural Language Processing/
056 Introduction to Natural Language Processing.mp4	15.0 MB
057 NLP Tools Part One.mp4	37.9 MB
058 NLP Tools Part Two.mp4	19.8 MB
059 Natural Language Processing Code Along Project.mp4	36.9 MB
/17 Spark Streaming with Python/
060 Introduction to Streaming with Spark.mp4	34.2 MB
061 Spark Streaming Documentation Example.mp4	30.0 MB
062 Spark Streaming Twitter Project - Part.mp4	12.4 MB
063 Spark Streaming Twitter Project - Part Two.mp4	30.7 MB
064 Spark Streaming Twitter Project - Part Three.mp4	57.7 MB
/18 Bonus/
065 BONUS LECTURE.html	1.6 KB
/
[FreeTutorials.Us].txt	0.1 KB
Freetutorials.Us.url	0.1 KB
Total files 70