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- 【其他】 [ DevCourseWeb.com ] PySpark Cookbook - Over 60 recipes for implementing big data processing and analytics using Apache Spark and Python (Packt)
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~Get Your Files Here !/PySpark-Cookbook-master/Data/forest_coverage_type.csv 75.2 MB
~Get Your Files Here !/PySparkCookbook.pdf 11.7 MB
~Get Your Files Here !/PySparkCookbook.epub 10.4 MB
~Get Your Files Here !/PySpark-Cookbook-master/Data/census_income.csv 3.8 MB
~Get Your Files Here !/PySpark-Cookbook-master/Chapter08/GraphFrames - Graph Theory with PySpark.html 1.9 MB
~Get Your Files Here !/PySpark-Cookbook-master/Chapter03/metastore_db/log/log1.dat 1.0 MB
~Get Your Files Here !/PySpark-Cookbook-master/Chapter02/Abstracting Data with RDDs.html 447.1 kB
~Get Your Files Here !/PySpark-Cookbook-master/Chapter03/metastore_db/seg0/c230.dat 249.9 kB
~Get Your Files Here !/PySpark-Cookbook-master/Chapter04/4.Preparing data for modeling.ipynb 134.3 kB
~Get Your Files Here !/PySpark-Cookbook-master/Chapter03/metastore_db/seg0/c20.dat 102.4 kB
~Get Your Files Here !/PySpark-Cookbook-master/Chapter03/metastore_db/seg0/c90.dat 69.6 kB
~Get Your Files Here !/PySpark-Cookbook-master/Chapter03/metastore_db/seg0/ca1.dat 69.6 kB
~Get Your Files Here !/PySpark-Cookbook-master/Chapter03/metastore_db/seg0/c490.dat 65.5 kB
~Get Your Files Here !/PySpark-Cookbook-master/Chapter03/metastore_db/seg0/c4b0.dat 65.5 kB
~Get Your Files Here !/PySpark-Cookbook-master/Chapter03/metastore_db/seg0/c510.dat 65.5 kB
~Get Your Files Here !/PySpark-Cookbook-master/Chapter03/metastore_db/seg0/c530.dat 65.5 kB
~Get Your Files Here !/PySpark-Cookbook-master/Chapter03/metastore_db/seg0/c570.dat 65.5 kB
~Get Your Files Here !/PySpark-Cookbook-master/Chapter03/metastore_db/seg0/c5b0.dat 65.5 kB
~Get Your Files Here !/PySpark-Cookbook-master/Chapter03/metastore_db/seg0/c630.dat 65.5 kB
~Get Your Files Here !/PySpark-Cookbook-master/Chapter03/metastore_db/seg0/c650.dat 65.5 kB
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- 【影视】 Udemy - Big Data Analytics con Python e Spark 2.4 - Il Corso Completo [Ita]
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收录时间:2024-01-02
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2 - Installazione di Spark in locale con VirtualBox/7 - Usare VirtualBox per Creare una Macchina Virtuale.mp4 210.6 MB
6 - Il Resilient Distributed Dataset (RDD)/22 - RDD con chiave e valore.mp4 201.6 MB
3 - Installazione di Spark su AWS EC2/13 - Installare Spark sulla Machina Remota.mp4 199.8 MB
7 - (Laboratorio) Analisi di 22.5 Milioni di Recensioni su Amazon/28 - Calcoliamo la valutazione media per ogni libro.mp4 184.6 MB
15 - (Laboratorio) Sentiment Analysis sulle Recensioni di Yelp/99 - Cerchiamo delle Recensioni su TripAdvisor.mp4 179.3 MB
9 - (Laboratorio) Analisi di 28 milioni di Recensioni di Film/46 - Troviamo i Film più Visti ogni Anno.mp4 176.3 MB
10 - (Laboratorio) Time Series - Analisi delle Azioni di Apple/49 - Creiamo il DataFrame e Correggiamo lo Schema.mp4 168.7 MB
15 - (Laboratorio) Sentiment Analysis sulle Recensioni di Yelp/90 - Creiamo un modello Bag of Words.mp4 163.1 MB
17 - (Laboratorio) Analisi in Tempo Reale dei Tweets pubblicati su Twitter/115 - Creiamo un DataFrame con gli Hashtags più popolari.mp4 160.5 MB
8 - Il DataFrame/37 - (Opzionale) Query SQL di Selezione.mp4 159.7 MB
9 - (Laboratorio) Analisi di 28 milioni di Recensioni di Film/44 - Troviamo i 10 Film con le Recensioni più Positive e più Negative.mp4 153.3 MB
2 - Installazione di Spark in locale con VirtualBox/11 - Installare Spark sulla Machina Virtuale.mp4 152.3 MB
4 - Creare un Cluster con AWS EMR/15 - Creazione di un Cluster con AWS EMR (Elastic Map Reduce).mp4 152.2 MB
8 - Il DataFrame/35 - Filtri, Aggregazione e Ordinamento.mp4 145.7 MB
18 - Conclusione/121 - Eseguire codice Python.mp4 142.5 MB
1 - Introduzione/3 - I vantaggi dei Big Data.mp4 138.9 MB
16 - Spark Streaming/106 - Creare uno Stato per il DStream.mp4 138.1 MB
2 - Installazione di Spark in locale con VirtualBox/8 - Installare Ubuntu sulla Macchina Virtuale.mp4 127.7 MB
15 - (Laboratorio) Sentiment Analysis sulle Recensioni di Yelp/97 - Creiamo il Cluster con EMR.mp4 126.8 MB
9 - (Laboratorio) Analisi di 28 milioni di Recensioni di Film/47 - Aggiungiamo Titolo e Genere alla lista dei Film più Visti.mp4 122.0 MB
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- 【压缩文件】 [ CourseMega.com ] Udemy - Big Data code optimization in Python NumPy - sound processing.zip
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收录时间:2022-04-15
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[ CourseMega.com ] Udemy - Big Data code optimization in Python NumPy - sound processing.zip 3.0 GB
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- 【影视】 Spark and Python for Big Data with PySpark
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收录时间:2022-01-13
文档个数:151
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Spark and Python for Big Data with PySpark/4. AWS EC2 PySpark Set-up/2. Creating the EC2 Instance.mp4 66.0 MB
Spark and Python for Big Data with PySpark/17. Spark Streaming with Python/5. Spark Streaming Twitter Project - Part Three.mp4 57.7 MB
Spark and Python for Big Data with PySpark/12. Logistic Regression/2. Logistic Regression Example Code Along.mp4 56.0 MB
Spark and Python for Big Data with PySpark/10. Introduction to Machine Learning with MLlib/2. Machine Learning with Spark and Python with MLlib.mp4 53.8 MB
Spark and Python for Big Data with PySpark/4. AWS EC2 PySpark Set-up/4. Installations on EC2.mp4 52.9 MB
Spark and Python for Big Data with PySpark/13. Decision Trees and Random Forests/3. Decision Tress and Random Forest Code Along Examples.mp4 51.5 MB
Spark and Python for Big Data with PySpark/1. Introduction to Course/4. What is Spark Why Python.mp4 50.5 MB
Spark and Python for Big Data with PySpark/3. Local VirtualBox Set-up/2. Local Installation VirtualBox Part 2.mp4 48.8 MB
Spark and Python for Big Data with PySpark/6. AWS EMR Cluster Setup/1. AWS EMR Setup.mp4 47.5 MB
Spark and Python for Big Data with PySpark/9. Spark DataFrame Project Exercise/2. DataFrame Project Exercise Solutions.mp4 47.3 MB
Spark and Python for Big Data with PySpark/12. Logistic Regression/3. Logistic Regression Code Along.mp4 43.5 MB
Spark and Python for Big Data with PySpark/11. Linear Regression/2. Linear Regression Documentation Example.mp4 42.6 MB
Spark and Python for Big Data with PySpark/11. Linear Regression/4. Linear Regression Example Code Along.mp4 41.1 MB
Spark and Python for Big Data with PySpark/11. Linear Regression/6. Linear Regression Consulting Project Solutions.mp4 40.6 MB
Spark and Python for Big Data with PySpark/3. Local VirtualBox Set-up/1. Local Installation VirtualBox Part 1.mp4 39.5 MB
Spark and Python for Big Data with PySpark/16. Natural Language Processing/2. NLP Tools Part One.mp4 37.9 MB
Spark and Python for Big Data with PySpark/16. Natural Language Processing/4. Natural Language Processing Code Along Project.mp4 36.9 MB
Spark and Python for Big Data with PySpark/13. Decision Trees and Random Forests/2. Tree Methods Documentation Examples.mp4 35.8 MB
Spark and Python for Big Data with PySpark/12. Logistic Regression/5. Logistic Regression Consulting Project Solutions.mp4 35.6 MB
Spark and Python for Big Data with PySpark/17. Spark Streaming with Python/1. Introduction to Streaming with Spark!.mp4 34.2 MB
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- 【影视】 [DesireCourse.Net] Udemy - Taming Big Data with Apache Spark 3 and Python - Hands On!
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1. Getting Started with Spark/4. [Activity]Getting Set Up Installing Python, a JDK, Spark, and its Dependencies..mp4 233.9 MB
3. Advanced Examples of Spark Programs/7. [Activity] Superhero Degrees of Separation Review the Code and Run it.mp4 97.0 MB
6. Other Spark Technologies and Libraries/6. [Activity] Structured Streaming in Python.mp4 84.9 MB
2. Spark Basics and Simple Examples/3. Ratings Histogram Walkthrough.mp4 83.9 MB
7. You Made It! Where to Go from Here/1. Learning More about Spark and Data Science.mp4 73.2 MB
1. Getting Started with Spark/6. [Activity] Run your first Spark program! Ratings histogram example..mp4 69.4 MB
4. Running Spark on a Cluster/2. [Activity] Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.mp4 68.8 MB
2. Spark Basics and Simple Examples/4. KeyValue RDD's, and the Average Friends by Age Example.mp4 64.7 MB
4. Running Spark on a Cluster/5. [Activity] Create Similar Movies from One Million Ratings - Part 2.mp4 63.1 MB
3. Advanced Examples of Spark Programs/9. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4 60.5 MB
2. Spark Basics and Simple Examples/7. [Activity]Running the Minimum Temperature Example, and Modifying it for Maximums.mp4 58.2 MB
2. Spark Basics and Simple Examples/5. [Activity] Running the Average Friends by Age Example.mp4 49.8 MB
3. Advanced Examples of Spark Programs/8. Item-Based Collaborative Filtering in Spark, cache(), and persist().mp4 48.8 MB
6. Other Spark Technologies and Libraries/5. Spark Streaming.mp4 47.1 MB
3. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names Instead of ID Numbers.mp4 40.8 MB
3. Advanced Examples of Spark Programs/5. Superhero Degrees of Separation Introducing Breadth-First Search.mp4 40.1 MB
2. Spark Basics and Simple Examples/2. The Resilient Distributed Dataset (RDD).mp4 37.7 MB
6. Other Spark Technologies and Libraries/3. Analyzing the ALS Recommendations Results.mp4 36.8 MB
2. Spark Basics and Simple Examples/1. Introduction to Spark.mp4 35.6 MB
2. Spark Basics and Simple Examples/11. [Activity] Sorting the Word Count Results.mp4 34.5 MB
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- 【影视】 [FreeAllCourse.Com] Udemy - Spark and Python for Big Data with PySpark
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4. AWS EC2 PySpark Set-up/2. Creating the EC2 Instance.mp4 66.0 MB
17. Spark Streaming with Python/5. Spark Streaming Twitter Project - Part Three.mp4 57.7 MB
12. Logistic Regression/2. Logistic Regression Example Code Along.mp4 56.0 MB
10. Introduction to Machine Learning with MLlib/2. Machine Learning with Spark and Python with MLlib.mp4 53.8 MB
4. AWS EC2 PySpark Set-up/4. Installations on EC2.mp4 52.9 MB
13. Decision Trees and Random Forests/3. Decision Tress and Random Forest Code Along Examples.mp4 51.5 MB
1. Introduction to Course/4. What is Spark Why Python.mp4 50.5 MB
3. Local VirtualBox Set-up/2. Local Installation VirtualBox Part 2.mp4 48.7 MB
6. AWS EMR Cluster Setup/1. AWS EMR Setup.mp4 47.5 MB
9. Spark DataFrame Project Exercise/2. DataFrame Project Exercise Solutions.mp4 47.2 MB
12. Logistic Regression/3. Logistic Regression Code Along.mp4 43.5 MB
11. Linear Regression/2. Linear Regression Documentation Example.mp4 42.6 MB
11. Linear Regression/4. Linear Regression Example Code Along.mp4 41.1 MB
11. Linear Regression/6. Linear Regression Consulting Project Solutions.mp4 40.6 MB
3. Local VirtualBox Set-up/1. Local Installation VirtualBox Part 1.mp4 39.5 MB
16. Natural Language Processing/2. NLP Tools Part One.mp4 37.9 MB
16. Natural Language Processing/4. Natural Language Processing Code Along Project.mp4 36.9 MB
13. Decision Trees and Random Forests/2. Tree Methods Documentation Examples.mp4 35.8 MB
12. Logistic Regression/5. Logistic Regression Consulting Project Solutions.mp4 35.6 MB
17. Spark Streaming with Python/1. Introduction to Streaming with Spark!.mp4 34.2 MB
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- 【压缩文件】 [ FreeCourseWeb ] Udemy - Hands on Big Data with Apache Hadoop, Python and HDInsight.rar
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收录时间:2021-06-18
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[ FreeCourseWeb ] Udemy - Hands on Big Data with Apache Hadoop, Python and HDInsight.rar 2.6 GB
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1. Getting Started with Spark/5. [Activity]Getting Set Up Installing Python, a JDK, Spark, and its Dependencies..mp4 249.5 MB
1. Getting Started with Spark/5. [Activity]Getting Set Up Installing Python.mp4 249.5 MB
7. You Made It! Where to Go from Here/1. Learning More about Spark and Data Science.mp4 73.2 MB
4. Running Spark on a Cluster/2. Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.mp4 68.8 MB
4. Running Spark on a Cluster/2. [Activity] Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.mp4 68.8 MB
2. Spark Basics and Simple Examples/4. KeyValue RDD's, and the Average Friends by Age Example.mp4 64.7 MB
4. Running Spark on a Cluster/5. [Activity] Create Similar Movies from One Million Ratings - Part 2.mp4 63.1 MB
3. Advanced Examples of Spark Programs/9. Running the Similar Movies Script using Spark's Cluster Manager.mp4 60.5 MB
3. Advanced Examples of Spark Programs/9. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4 60.5 MB
3. Advanced Examples of Spark Programs/7. Superhero Degrees of Separation Review the Code and Run it.mp4 57.9 MB
3. Advanced Examples of Spark Programs/7. [Activity] Superhero Degrees of Separation Review the Code and Run it.mp4 57.9 MB
3. Advanced Examples of Spark Programs/8. Item-Based Collaborative Filtering in Spark, cache(), and persist().mp4 48.8 MB
3. Advanced Examples of Spark Programs/8. Item-Based Collaborative Filtering in Spark.mp4 48.8 MB
2. Spark Basics and Simple Examples/3. Ratings Histogram Walkthrough.mp4 46.9 MB
3. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names Instead of ID Numbers.mp4 40.8 MB
3. Advanced Examples of Spark Programs/4. Run the Script - Discover Who the Most Popular Superhero is!.mp4 40.8 MB
3. Advanced Examples of Spark Programs/5. Superhero Degrees of Separation Introducing Breadth-First Search.mp4 40.1 MB
3. Advanced Examples of Spark Programs/5. Superhero Degrees of Separation Introducing Breadth.mp4 40.1 MB
2. Spark Basics and Simple Examples/2. The Resilient Distributed Dataset (RDD).mp4 37.7 MB
1. Getting Started with Spark/1. Introduction.mp4 37.6 MB
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- 【影视】 [Udemy] Taming Big Data with Apache Spark and Python - Hands On! (2020) [En]
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文档个数:183
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1. Getting Started with Spark/4. [Activity]Getting Set Up Installing Python, a JDK, Spark, and its Dependencies..mp4 238.1 MB
2. Spark Basics and the RDD Interface/1. What's new in Spark 3.mp4 159.0 MB
4. Advanced Examples of Spark Programs/11. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4 144.9 MB
5. Running Spark on a Cluster/2. [Activity] Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.srt 118.2 MB
5. Running Spark on a Cluster/2. [Activity] Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.mp4 118.1 MB
2. Spark Basics and the RDD Interface/5. KeyValue RDD's, and the Average Friends by Age Example.mp4 115.7 MB
5. Running Spark on a Cluster/5. [Activity] Create Similar Movies from One Million Ratings - Part 2.mp4 109.3 MB
6. Machine Learning with Spark ML/4. [Activity] Linear Regression with Spark ML.mp4 106.5 MB
6. Machine Learning with Spark ML/2. [Activity] Using Spark ML to Produce Movie Recommendations.mp4 105.4 MB
4. Advanced Examples of Spark Programs/9. [Activity] Superhero Degrees of Separation Review the Code and Run it.mp4 98.6 MB
3. SparkSQL, DataFrames, and DataSets/7. [Activity] Minimum Temperature, with DataFrames (using a custom schema).mp4 98.2 MB
4. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names Instead of ID Numbers.mp4 95.1 MB
4. Advanced Examples of Spark Programs/4. [Activity] Run the Script - Discover Who the Most Popular Superhero is!.mp4 91.9 MB
2. Spark Basics and the RDD Interface/4. Ratings Histogram Walkthrough.mp4 87.1 MB
8. You Made It! Where to Go from Here/1. Learning More about Spark and Data Science.mp4 87.0 MB
7. Spark Streaming, Structured Streaming, and GraphX/2. [Activity] Structured Streaming in Python.mp4 84.9 MB
3. SparkSQL, DataFrames, and DataSets/5. Exercise Solution Friends by Age, with DataFrames.mp4 75.1 MB
2. Spark Basics and the RDD Interface/3. The Resilient Distributed Dataset (RDD).mp4 72.1 MB
3. SparkSQL, DataFrames, and DataSets/2. [Activity] Executing SQL commands and SQL-style functions on a DataFrame.mp4 70.3 MB
7. Spark Streaming, Structured Streaming, and GraphX/4. Exercise Solution Using Structured Streaming with Windows.mp4 69.9 MB
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- 【影视】 [Tutorialsplanet.NET] Udemy - Apache Spark 2.0 + Python DO Big Data Analytics & ML
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6. Machine Learning with Spark/6. train Linear Regression Use Case.mp4 47.0 MB
6. Machine Learning with Spark/11. train Random Forests and PCA Use Case.mp4 42.4 MB
7. APPLY Your Course Challenge Project/3. Final Solution Review - we did it !.mp4 41.7 MB
6. Machine Learning with Spark/13. Naive Bayes Classification.mp4 35.8 MB
3. Spark Programming with Python/5. train Transformations.mp4 35.0 MB
6. Machine Learning with Spark/5. Linear Regression - fit to a line.mp4 34.6 MB
6. Machine Learning with Spark/8. train Decision Trees Use Case.mp4 33.7 MB
6. Machine Learning with Spark/2. Types of Machine Learning.mp4 30.5 MB
2. Introduction to Apache Spark/2. train Setup your Spark Python environment.mp4 29.0 MB
5. Spark Streaming/3. train Spark Streaming.mp4 28.5 MB
4. Spark SQL/2. train SQL Data Frames.mp4 27.3 MB
6. Machine Learning with Spark/12. Text Pre-processing with TF-IDF.mp4 27.2 MB
6. Machine Learning with Spark/3. Analyzing results and Errors.mp4 25.0 MB
6. Machine Learning with Spark/16. train K-Means Clustering Use Case.mp4 23.6 MB
6. Machine Learning with Spark/17. Recommendation Engines.mp4 21.6 MB
6. Machine Learning with Spark/15. K-Means Clustering - grouping similar items.mp4 21.6 MB
6. Machine Learning with Spark/1. Types of Analytics - simple to predictive.mp4 21.5 MB
6. Machine Learning with Spark/14. train Naive Bayes and Text Pre-processing Use Case.mp4 20.8 MB
3. Spark Programming with Python/8. train Actions.mp4 19.6 MB
2. Introduction to Apache Spark/6. Spark Architecture - How it all works..mp4 19.6 MB
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- 【压缩文件】 [ DevCourseWeb.com ] Udemy - Python - Big Data Analytics and Data Science.zip
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收录时间:2021-04-21
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[ DevCourseWeb.com ] Udemy - Python - Big Data Analytics and Data Science.zip 3.8 GB
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4. AWS EC2 PySpark Set-up/2. Creating the EC2 Instance.mp4 66.0 MB
17. Spark Streaming with Python/5. Spark Streaming Twitter Project - Part Three.mp4 57.7 MB
12. Logistic Regression/2. Logistic Regression Example Code Along.mp4 56.0 MB
10. Introduction to Machine Learning with MLlib/2. Machine Learning with Spark and Python with MLlib.mp4 53.8 MB
4. AWS EC2 PySpark Set-up/4. Installations on EC2.mp4 52.9 MB
13. Decision Trees and Random Forests/3. Decision Tress and Random Forest Code Along Examples.mp4 51.5 MB
1. Introduction to Course/4. What is Spark Why Python.mp4 50.5 MB
3. Local VirtualBox Set-up/2. Local Installation VirtualBox Part 2.mp4 48.8 MB
6. AWS EMR Cluster Setup/1. AWS EMR Setup.mp4 47.5 MB
9. Spark DataFrame Project Exercise/2. DataFrame Project Exercise Solutions.mp4 47.3 MB
12. Logistic Regression/3. Logistic Regression Code Along.mp4 43.5 MB
11. Linear Regression/2. Linear Regression Documentation Example.mp4 42.6 MB
11. Linear Regression/4. Linear Regression Example Code Along.mp4 41.1 MB
11. Linear Regression/6. Linear Regression Consulting Project Solutions.mp4 40.6 MB
3. Local VirtualBox Set-up/1. Local Installation VirtualBox Part 1.mp4 39.5 MB
16. Natural Language Processing/2. NLP Tools Part One.mp4 37.9 MB
16. Natural Language Processing/4. Natural Language Processing Code Along Project.mp4 36.9 MB
13. Decision Trees and Random Forests/2. Tree Methods Documentation Examples.mp4 35.8 MB
12. Logistic Regression/5. Logistic Regression Consulting Project Solutions.mp4 35.6 MB
17. Spark Streaming with Python/1. Introduction to Streaming with Spark!.mp4 34.2 MB
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4. AWS EC2 PySpark Set-up/2. Creating the EC2 Instance.mp4 66.0 MB
17. Spark Streaming with Python/5. Spark Streaming Twitter Project - Part Three.mp4 57.7 MB
12. Logistic Regression/2. Logistic Regression Example Code Along.mp4 56.0 MB
10. Introduction to Machine Learning with MLlib/2. Machine Learning with Spark and Python with MLlib.mp4 53.8 MB
4. AWS EC2 PySpark Set-up/4. Installations on EC2.mp4 52.9 MB
13. Decision Trees and Random Forests/3. Decision Tress and Random Forest Code Along Examples.mp4 51.5 MB
1. Introduction to Course/4. What is Spark Why Python.mp4 50.5 MB
3. Local VirtualBox Set-up/2. Local Installation VirtualBox Part 2.mp4 48.8 MB
6. AWS EMR Cluster Setup/1. AWS EMR Setup.mp4 47.5 MB
9. Spark DataFrame Project Exercise/2. DataFrame Project Exercise Solutions.mp4 47.3 MB
12. Logistic Regression/3. Logistic Regression Code Along.mp4 43.5 MB
11. Linear Regression/2. Linear Regression Documentation Example.mp4 42.6 MB
11. Linear Regression/4. Linear Regression Example Code Along.mp4 41.1 MB
11. Linear Regression/6. Linear Regression Consulting Project Solutions.mp4 40.6 MB
3. Local VirtualBox Set-up/1. Local Installation VirtualBox Part 1.mp4 39.5 MB
16. Natural Language Processing/2. NLP Tools Part One.mp4 37.9 MB
16. Natural Language Processing/4. Natural Language Processing Code Along Project.mp4 36.9 MB
13. Decision Trees and Random Forests/2. Tree Methods Documentation Examples.mp4 35.8 MB
12. Logistic Regression/5. Logistic Regression Consulting Project Solutions.mp4 35.6 MB
17. Spark Streaming with Python/1. Introduction to Streaming with Spark!.mp4 34.2 MB
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1. Getting Started with Spark/4. [Activity]Getting Set Up Installing Python, a JDK, Spark, and its Dependencies..mp4 238.1 MB
2. Spark Basics and the RDD Interface/1. What's new in Spark 3.mp4 159.0 MB
4. Advanced Examples of Spark Programs/11. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4 144.9 MB
5. Running Spark on a Cluster/2. [Activity] Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.srt 118.2 MB
5. Running Spark on a Cluster/2. [Activity] Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.mp4 118.1 MB
2. Spark Basics and the RDD Interface/5. KeyValue RDD's, and the Average Friends by Age Example.mp4 115.7 MB
5. Running Spark on a Cluster/5. [Activity] Create Similar Movies from One Million Ratings - Part 2.mp4 109.3 MB
6. Machine Learning with Spark ML/4. [Activity] Linear Regression with Spark ML.mp4 106.5 MB
6. Machine Learning with Spark ML/2. [Activity] Using Spark ML to Produce Movie Recommendations.mp4 105.4 MB
4. Advanced Examples of Spark Programs/9. [Activity] Superhero Degrees of Separation Review the Code and Run it.mp4 98.6 MB
3. SparkSQL, DataFrames, and DataSets/7. [Activity] Minimum Temperature, with DataFrames (using a custom schema).mp4 98.2 MB
4. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names Instead of ID Numbers.mp4 95.1 MB
4. Advanced Examples of Spark Programs/4. [Activity] Run the Script - Discover Who the Most Popular Superhero is!.mp4 91.9 MB
2. Spark Basics and the RDD Interface/4. Ratings Histogram Walkthrough.mp4 87.1 MB
8. You Made It! Where to Go from Here/1. Learning More about Spark and Data Science.mp4 87.0 MB
7. Spark Streaming, Structured Streaming, and GraphX/2. [Activity] Structured Streaming in Python.mp4 84.9 MB
3. SparkSQL, DataFrames, and DataSets/5. Exercise Solution Friends by Age, with DataFrames.mp4 75.1 MB
2. Spark Basics and the RDD Interface/3. The Resilient Distributed Dataset (RDD).mp4 72.1 MB
3. SparkSQL, DataFrames, and DataSets/2. [Activity] Executing SQL commands and SQL-style functions on a DataFrame.mp4 70.3 MB
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6. Machine Learning with Spark/6. train Linear Regression Use Case.mp4 47.0 MB
6. Machine Learning with Spark/11. train Random Forests and PCA Use Case.mp4 42.4 MB
7. APPLY Your Course Challenge Project/3. Final Solution Review - we did it !.mp4 41.7 MB
6. Machine Learning with Spark/13. Naive Bayes Classification.mp4 35.8 MB
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6. Machine Learning with Spark/5. Linear Regression - fit to a line.mp4 34.6 MB
6. Machine Learning with Spark/8. train Decision Trees Use Case.mp4 33.7 MB
6. Machine Learning with Spark/2. Types of Machine Learning.mp4 30.5 MB
2. Introduction to Apache Spark/2. train Setup your Spark Python environment.mp4 29.0 MB
5. Spark Streaming/3. train Spark Streaming.mp4 28.5 MB
4. Spark SQL/2. train SQL Data Frames.mp4 27.3 MB
6. Machine Learning with Spark/12. Text Pre-processing with TF-IDF.mp4 27.2 MB
6. Machine Learning with Spark/3. Analyzing results and Errors.mp4 25.0 MB
6. Machine Learning with Spark/16. train K-Means Clustering Use Case.mp4 23.6 MB
6. Machine Learning with Spark/17. Recommendation Engines.mp4 21.6 MB
6. Machine Learning with Spark/15. K-Means Clustering - grouping similar items.mp4 21.6 MB
6. Machine Learning with Spark/1. Types of Analytics - simple to predictive.mp4 21.5 MB
6. Machine Learning with Spark/14. train Naive Bayes and Text Pre-processing Use Case.mp4 20.8 MB
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Apache Spark with Python - Big Data with PySpark and Spark/7. Running Spark in a Cluster/3. Run Spark Application on Amazon EMR (ElasticMapReduce) cluster.mp4 30.2 MB
Apache Spark with Python - Big Data with PySpark and Spark/1. Get Started with Apache Spark/5. Set up Spark.mp4 28.3 MB
Apache Spark with Python - Big Data with PySpark and Spark/6. Spark SQL/2. Spark SQL in Action.mp4 25.2 MB
Apache Spark with Python - Big Data with PySpark and Spark/2. RDD/4. Map and Filter Transformation.mp4 17.3 MB
Apache Spark with Python - Big Data with PySpark and Spark/1. Get Started with Apache Spark/3. Install Java and Git.mp4 16.5 MB
Apache Spark with Python - Big Data with PySpark and Spark/2. RDD/7. Set Operations.mp4 15.8 MB
Apache Spark with Python - Big Data with PySpark and Spark/2. RDD/10. Actions.mp4 13.6 MB
Apache Spark with Python - Big Data with PySpark and Spark/6. Spark SQL/4. Spark SQL Joins.mp4 13.6 MB
Apache Spark with Python - Big Data with PySpark and Spark/5. Advanced Spark Topics/3. Broadcast Variables.mp4 13.4 MB
Apache Spark with Python - Big Data with PySpark and Spark/4. Pair RDD/3. Filter and MapValue Transformations on Pair RDD.mp4 13.2 MB
Apache Spark with Python - Big Data with PySpark and Spark/1. Get Started with Apache Spark/1. Course Overview.mp4 12.4 MB
Apache Spark with Python - Big Data with PySpark and Spark/4. Pair RDD/4. Reduce By Key Aggregation.mp4 11.0 MB
Apache Spark with Python - Big Data with PySpark and Spark/4. Pair RDD/6. Group By Key Transformation.mp4 9.7 MB
Apache Spark with Python - Big Data with PySpark and Spark/1. Get Started with Apache Spark/7. Run our first Spark job.mp4 9.2 MB
Apache Spark with Python - Big Data with PySpark and Spark/2. RDD/14. Caching and Persistance.mp4 8.8 MB
Apache Spark with Python - Big Data with PySpark and Spark/4. Pair RDD/10. Join Operations.mp4 8.5 MB
Apache Spark with Python - Big Data with PySpark and Spark/3. Spark Architecture and Components/2. Spark Components.mp4 8.5 MB
Apache Spark with Python - Big Data with PySpark and Spark/5. Advanced Spark Topics/1. Accumulators.mp4 7.1 MB
Apache Spark with Python - Big Data with PySpark and Spark/6. Spark SQL/6. Dataframe and RDD Conversion.mp4 6.8 MB
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1. Getting Started with Spark/4. [Activity]Getting Set Up Installing Python, a JDK, Spark, and its Dependencies..mp4 233.9 MB
3. Advanced Examples of Spark Programs/7. [Activity] Superhero Degrees of Separation Review the Code and Run it.mp4 97.0 MB
6. Other Spark Technologies and Libraries/6. [Activity] Structured Streaming in Python.mp4 84.9 MB
2. Spark Basics and Simple Examples/3. Ratings Histogram Walkthrough.mp4 83.9 MB
7. You Made It! Where to Go from Here/1. Learning More about Spark and Data Science.mp4 73.2 MB
1. Getting Started with Spark/6. [Activity] Run your first Spark program! Ratings histogram example..mp4 69.4 MB
4. Running Spark on a Cluster/2. [Activity] Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.mp4 68.8 MB
2. Spark Basics and Simple Examples/4. KeyValue RDD's, and the Average Friends by Age Example.mp4 64.7 MB
4. Running Spark on a Cluster/5. [Activity] Create Similar Movies from One Million Ratings - Part 2.mp4 63.1 MB
3. Advanced Examples of Spark Programs/9. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4 60.5 MB
2. Spark Basics and Simple Examples/7. [Activity]Running the Minimum Temperature Example, and Modifying it for Maximums.mp4 58.2 MB
2. Spark Basics and Simple Examples/5. [Activity] Running the Average Friends by Age Example.mp4 49.8 MB
3. Advanced Examples of Spark Programs/8. Item-Based Collaborative Filtering in Spark, cache(), and persist().mp4 48.8 MB
6. Other Spark Technologies and Libraries/5. Spark Streaming.mp4 47.1 MB
3. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names Instead of ID Numbers.mp4 40.8 MB
3. Advanced Examples of Spark Programs/5. Superhero Degrees of Separation Introducing Breadth-First Search.mp4 40.1 MB
2. Spark Basics and Simple Examples/2. The Resilient Distributed Dataset (RDD).mp4 37.7 MB
6. Other Spark Technologies and Libraries/3. Analyzing the ALS Recommendations Results.mp4 36.8 MB
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1. Getting Started with Spark/5. [Activity]Getting Set Up Installing Python, a JDK, Spark, and its Dependencies..mp4 249.5 MB
7. You Made It! Where to Go from Here/1. Learning More about Spark and Data Science.mp4 73.2 MB
4. Running Spark on a Cluster/2. [Activity] Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.mp4 68.8 MB
2. Spark Basics and Simple Examples/4. KeyValue RDD's, and the Average Friends by Age Example.mp4 64.7 MB
4. Running Spark on a Cluster/5. [Activity] Create Similar Movies from One Million Ratings - Part 2.mp4 63.1 MB
3. Advanced Examples of Spark Programs/9. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4 60.5 MB
3. Advanced Examples of Spark Programs/7. [Activity] Superhero Degrees of Separation Review the Code and Run it.mp4 57.9 MB
3. Advanced Examples of Spark Programs/8. Item-Based Collaborative Filtering in Spark, cache(), and persist().mp4 48.8 MB
2. Spark Basics and Simple Examples/3. Ratings Histogram Walkthrough.mp4 46.9 MB
3. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names Instead of ID Numbers.mp4 40.8 MB
3. Advanced Examples of Spark Programs/5. Superhero Degrees of Separation Introducing Breadth-First Search.mp4 40.1 MB
2. Spark Basics and Simple Examples/2. The Resilient Distributed Dataset (RDD).mp4 37.7 MB
1. Getting Started with Spark/1. Introduction.mp4 37.6 MB
6. Other Spark Technologies and Libraries/5. Spark Streaming and GraphX.mp4 37.3 MB
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2. Spark Basics and Simple Examples/7. [Activity]Running the Minimum Temperature Example, and Modifying it for Maximums.mp4 34.5 MB
2. Spark Basics and Simple Examples/11. [Activity] Sorting the Word Count Results.mp4 34.5 MB
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4. AWS EC2 PySpark Set-up/2. Creating the EC2 Instance.mp4 66.0 MB
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12. Logistic Regression/2. Logistic Regression Example Code Along.mp4 56.0 MB
10. Introduction to Machine Learning with MLlib/2. Machine Learning with Spark and Python with MLlib.mp4 53.8 MB
4. AWS EC2 PySpark Set-up/4. Installations on EC2.mp4 52.9 MB
13. Decision Trees and Random Forests/3. Decision Tress and Random Forest Code Along Examples.mp4 51.5 MB
1. Introduction to Course/4. What is Spark Why Python.mp4 50.5 MB
3. Local VirtualBox Set-up/2. Local Installation VirtualBox Part 2.mp4 48.7 MB
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9. Spark DataFrame Project Exercise/2. DataFrame Project Exercise Solutions.mp4 47.2 MB
12. Logistic Regression/3. Logistic Regression Code Along.mp4 43.5 MB
11. Linear Regression/2. Linear Regression Documentation Example.mp4 42.6 MB
11. Linear Regression/4. Linear Regression Example Code Along.mp4 41.1 MB
11. Linear Regression/6. Linear Regression Consulting Project Solutions.mp4 40.6 MB
3. Local VirtualBox Set-up/1. Local Installation VirtualBox Part 1.mp4 39.5 MB
16. Natural Language Processing/2. NLP Tools Part One.mp4 37.9 MB
16. Natural Language Processing/4. Natural Language Processing Code Along Project.mp4 36.9 MB
13. Decision Trees and Random Forests/2. Tree Methods Documentation Examples.mp4 35.8 MB
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