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[DesireCourse.Net] Udemy - Spark and Python for Big Data with PySpark
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2021-10-21 09:39
2024-8-24 01:36
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1.55 GB
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DesireCourse
Net
Udemy
-
Spark
and
Python
for
Big
Data
with
PySpark
文件列表
1. Introduction to Course/1. Introduction.mp4
11.62MB
1. Introduction to Course/2. Course Overview.mp4
14.44MB
1. Introduction to Course/4. What is Spark Why Python.mp4
48.15MB
10. Introduction to Machine Learning with MLlib/1. Introduction to Machine Learning and ISLR.mp4
18.92MB
10. Introduction to Machine Learning with MLlib/2. Machine Learning with Spark and Python with MLlib.mp4
51.32MB
11. Linear Regression/1. Linear Regression Theory and Reading.mp4
9.89MB
11. Linear Regression/2. Linear Regression Documentation Example.mp4
40.63MB
11. Linear Regression/3. Regression Evaluation.mp4
11.96MB
11. Linear Regression/4. Linear Regression Example Code Along.mp4
39.18MB
11. Linear Regression/5. Linear Regression Consulting Project.mp4
6.75MB
11. Linear Regression/6. Linear Regression Consulting Project Solutions.mp4
38.76MB
12. Logistic Regression/1. Logistic Regression Theory and Reading.mp4
20.65MB
12. Logistic Regression/2. Logistic Regression Example Code Along.mp4
53.37MB
12. Logistic Regression/3. Logistic Regression Code Along.mp4
41.47MB
12. Logistic Regression/4. Logistic Regression Consulting Project.mp4
6.33MB
12. Logistic Regression/5. Logistic Regression Consulting Project Solutions.mp4
33.97MB
13. Decision Trees and Random Forests/1. Tree Methods Theory and Reading.mp4
14.67MB
13. Decision Trees and Random Forests/2. Tree Methods Documentation Examples.mp4
34.16MB
13. Decision Trees and Random Forests/3. Decision Tress and Random Forest Code Along Examples.mp4
49.1MB
13. Decision Trees and Random Forests/4. Random Forest - Classification Consulting Project.mp4
5.41MB
13. Decision Trees and Random Forests/5. Random Forest Classification Consulting Project Solutions.mp4
15.92MB
14. K-means Clustering/1. K-means Clustering Theory and Reading.mp4
12.9MB
14. K-means Clustering/2. KMeans Clustering Documentation Example.mp4
20.86MB
14. K-means Clustering/3. Clustering Example Code Along.mp4
27.88MB
14. K-means Clustering/4. Clustering Consulting Project.mp4
6.6MB
14. K-means Clustering/5. Clustering Consulting Project Solutions.mp4
23.03MB
15. Collaborative Filtering for Recommender Systems/1. Introduction to Recommender Systems.mp4
12.68MB
15. Collaborative Filtering for Recommender Systems/2. Recommender System - Code Along Project.mp4
24.59MB
16. Natural Language Processing/1. Introduction to Natural Language Processing.mp4
14.33MB
16. Natural Language Processing/2. NLP Tools Part One.mp4
36.19MB
16. Natural Language Processing/3. NLP Tools Part Two.mp4
18.86MB
16. Natural Language Processing/4. Natural Language Processing Code Along Project.mp4
35.2MB
17. Spark Streaming with Python/1. Introduction to Streaming with Spark!.mp4
32.63MB
17. Spark Streaming with Python/2. Spark Streaming Documentation Example.mp4
28.57MB
17. Spark Streaming with Python/3. Spark Streaming Twitter Project - Part.mp4
11.79MB
17. Spark Streaming with Python/4. Spark Streaming Twitter Project - Part Two.mp4
29.3MB
17. Spark Streaming with Python/5. Spark Streaming Twitter Project - Part Three.mp4
55.01MB
2. Setting up Python with Spark/1. Set-up Overview.mp4
10.84MB
3. Local VirtualBox Set-up/1. Local Installation VirtualBox Part 1.mp4
37.69MB
3. Local VirtualBox Set-up/2. Local Installation VirtualBox Part 2.mp4
46.48MB
3. Local VirtualBox Set-up/3. Setting up PySpark.mp4
15.55MB
4. AWS EC2 PySpark Set-up/1. AWS EC2 Set-up Guide.mp4
5.29MB
4. AWS EC2 PySpark Set-up/2. Creating the EC2 Instance.mp4
62.98MB
4. AWS EC2 PySpark Set-up/3. SSH with Mac or Linux.mp4
9.26MB
4. AWS EC2 PySpark Set-up/4. Installations on EC2.mp4
50.41MB
5. Databricks Setup/1. Databricks Setup.mp4
27.63MB
6. AWS EMR Cluster Setup/1. AWS EMR Setup.mp4
45.33MB
7. Python Crash Course/1. Introduction to Python Crash Course.mp4
3.09MB
7. Python Crash Course/2. Jupyter Notebook Overview.mp4
13.22MB
7. Python Crash Course/3. Python Crash Course Part One.mp4
29.52MB
7. Python Crash Course/4. Python Crash Course Part Two.mp4
22.26MB
7. Python Crash Course/5. Python Crash Course Part Three.mp4
23.17MB
7. Python Crash Course/6. Python Crash Course Exercises.mp4
5.01MB
7. Python Crash Course/7. Python Crash Course Exercise Solutions.mp4
25.11MB
8. Spark DataFrame Basics/1. Introduction to Spark DataFrames.mp4
4.7MB
8. Spark DataFrame Basics/2. Spark DataFrame Basics.mp4
21.08MB
8. Spark DataFrame Basics/3. Spark DataFrame Basics Part Two.mp4
19.72MB
8. Spark DataFrame Basics/4. Spark DataFrame Basic Operations.mp4
27.58MB
8. Spark DataFrame Basics/5. Groupby and Aggregate Operations.mp4
28.83MB
8. Spark DataFrame Basics/6. Missing Data.mp4
17.22MB
8. Spark DataFrame Basics/7. Dates and Timestamps.mp4
24.13MB
9. Spark DataFrame Project Exercise/1. DataFrame Project Exercise.mp4
11.9MB
9. Spark DataFrame Project Exercise/2. DataFrame Project Exercise Solutions.mp4
45.06MB
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