[DesireCourse.Net] Udemy - Spark and Python for Big Data with PySpark
大小
1.56 GB
文件数
151
Info Hash:
D7E9295B964FE3F778BE50B581E39DB4D8110B03
收录时间
2025-12-14 18:54:15
更新时间
2025-12-20 17:04:41
文件列表 (151)
1. Introduction to Course/1. Introduction.mp4
11.62 MB
1. Introduction to Course/1. Introduction.srt
4.48 KB
1. Introduction to Course/2. Course Overview.mp4
14.44 MB
1. Introduction to Course/2. Course Overview.srt
14.75 KB
1. Introduction to Course/2.1 Course Overview Slides.html
161 B
1. Introduction to Course/2.2 Python-and-Spark-for-Big-Data-master.zip.zip
1.67 MB
1. Introduction to Course/3. Frequently Asked Questions.html
447 B
1. Introduction to Course/3.1 Python-and-Spark-for-Big-Data-master.zip.zip
1.67 MB
1. Introduction to Course/4. What is Spark Why Python.mp4
48.15 MB
1. Introduction to Course/4. What is Spark Why Python.srt
30.52 KB
1. Introduction to Course/4.1 Spark and Python Slides.html
161 B
10. Introduction to Machine Learning with MLlib/1. Introduction to Machine Learning and ISLR.mp4
18.92 MB
10. Introduction to Machine Learning with MLlib/1. Introduction to Machine Learning and ISLR.srt
17.59 KB
10. Introduction to Machine Learning with MLlib/1.1 Slides for ML Intro.html
161 B
10. Introduction to Machine Learning with MLlib/2. Machine Learning with Spark and Python with MLlib.mp4
51.32 MB
10. Introduction to Machine Learning with MLlib/2. Machine Learning with Spark and Python with MLlib.srt
15.83 KB
11. Linear Regression/1. Linear Regression Theory and Reading.mp4
9.89 MB
11. Linear Regression/1. Linear Regression Theory and Reading.srt
8.11 KB
11. Linear Regression/1.1 Slides for Linear Regression.html
161 B
11. Linear Regression/2. Linear Regression Documentation Example.mp4
40.63 MB
11. Linear Regression/2. Linear Regression Documentation Example.srt
21.93 KB
11. Linear Regression/3. Regression Evaluation.mp4
11.96 MB
11. Linear Regression/3. Regression Evaluation.srt
10.84 KB
11. Linear Regression/4. Linear Regression Example Code Along.mp4
39.18 MB
11. Linear Regression/4. Linear Regression Example Code Along.srt
23.28 KB
11. Linear Regression/4.1 Ecommerce_Customers.csv.csv
84.83 KB
11. Linear Regression/5. Linear Regression Consulting Project.mp4
6.75 MB
11. Linear Regression/5. Linear Regression Consulting Project.srt
4.86 KB
11. Linear Regression/6. Linear Regression Consulting Project Solutions.mp4
38.76 MB
11. Linear Regression/6. Linear Regression Consulting Project Solutions.srt
22.73 KB
12. Logistic Regression/1. Logistic Regression Theory and Reading.mp4
20.65 MB
12. Logistic Regression/1. Logistic Regression Theory and Reading.srt
17.86 KB
12. Logistic Regression/1.1 Slides for Logistic Regression.html
161 B
12. Logistic Regression/2. Logistic Regression Example Code Along.mp4
53.37 MB
12. Logistic Regression/2. Logistic Regression Example Code Along.srt
23.5 KB
12. Logistic Regression/3. Logistic Regression Code Along.mp4
41.47 MB
12. Logistic Regression/3. Logistic Regression Code Along.srt
27.34 KB
12. Logistic Regression/3.1 Explanation of AUC.html
148 B
12. Logistic Regression/3.2 Great Example from Databricks.html
150 B
12. Logistic Regression/4. Logistic Regression Consulting Project.mp4
6.33 MB
12. Logistic Regression/4. Logistic Regression Consulting Project.srt
5.29 KB
12. Logistic Regression/5. Logistic Regression Consulting Project Solutions.mp4
33.97 MB
12. Logistic Regression/5. Logistic Regression Consulting Project Solutions.srt
15.24 KB
13. Decision Trees and Random Forests/1. Tree Methods Theory and Reading.mp4
14.67 MB
13. Decision Trees and Random Forests/1. Tree Methods Theory and Reading.srt
11.73 KB
13. Decision Trees and Random Forests/1.1 Slides for Tree Methods.html
161 B
13. Decision Trees and Random Forests/2. Tree Methods Documentation Examples.mp4
34.16 MB
13. Decision Trees and Random Forests/2. Tree Methods Documentation Examples.srt
20.73 KB
13. Decision Trees and Random Forests/3. Decision Tress and Random Forest Code Along Examples.mp4
49.1 MB
13. Decision Trees and Random Forests/3. Decision Tress and Random Forest Code Along Examples.srt
30.79 KB
13. Decision Trees and Random Forests/4. Random Forest - Classification Consulting Project.mp4
5.41 MB
13. Decision Trees and Random Forests/4. Random Forest - Classification Consulting Project.srt
3.8 KB
13. Decision Trees and Random Forests/5. Random Forest Classification Consulting Project Solutions.mp4
15.92 MB
13. Decision Trees and Random Forests/5. Random Forest Classification Consulting Project Solutions.srt
11.77 KB
14. K-means Clustering/1. K-means Clustering Theory and Reading.mp4
12.9 MB
14. K-means Clustering/1. K-means Clustering Theory and Reading.srt
10.67 KB
14. K-means Clustering/1.1 Slides for Clustering.html
161 B
14. K-means Clustering/2. KMeans Clustering Documentation Example.mp4
20.86 MB
14. K-means Clustering/2. KMeans Clustering Documentation Example.srt
14.73 KB
14. K-means Clustering/3. Clustering Example Code Along.mp4
27.88 MB
14. K-means Clustering/3. Clustering Example Code Along.srt
18.5 KB
14. K-means Clustering/4. Clustering Consulting Project.mp4
6.6 MB
14. K-means Clustering/4. Clustering Consulting Project.srt
4.73 KB
14. K-means Clustering/5. Clustering Consulting Project Solutions.mp4
23.03 MB
14. K-means Clustering/5. Clustering Consulting Project Solutions.srt
11.53 KB
15. Collaborative Filtering for Recommender Systems/1. Introduction to Recommender Systems.mp4
12.68 MB
15. Collaborative Filtering for Recommender Systems/1. Introduction to Recommender Systems.srt
10.02 KB
15. Collaborative Filtering for Recommender Systems/1.1 Recommender Slides.html
161 B
15. Collaborative Filtering for Recommender Systems/2. Recommender System - Code Along Project.mp4
24.59 MB
15. Collaborative Filtering for Recommender Systems/2. Recommender System - Code Along Project.srt
18 KB
16. Natural Language Processing/1. Introduction to Natural Language Processing.mp4
14.33 MB
16. Natural Language Processing/1. Introduction to Natural Language Processing.srt
13.21 KB
16. Natural Language Processing/1.1 NLP Slides.html
161 B
16. Natural Language Processing/2. NLP Tools Part One.mp4
36.19 MB
16. Natural Language Processing/2. NLP Tools Part One.srt
22.93 KB
16. Natural Language Processing/3. NLP Tools Part Two.mp4
18.86 MB
16. Natural Language Processing/3. NLP Tools Part Two.srt
10.73 KB
16. Natural Language Processing/4. Natural Language Processing Code Along Project.mp4
35.2 MB
16. Natural Language Processing/4. Natural Language Processing Code Along Project.srt
19.57 KB
17. Spark Streaming with Python/1. Introduction to Streaming with Spark!.mp4
32.63 MB
17. Spark Streaming with Python/1. Introduction to Streaming with Spark!.srt
17.5 KB
17. Spark Streaming with Python/1.1 Spark Streaming Slides.html
161 B
17. Spark Streaming with Python/2. Spark Streaming Documentation Example.mp4
28.57 MB
17. Spark Streaming with Python/2. Spark Streaming Documentation Example.srt
17.42 KB
17. Spark Streaming with Python/3. Spark Streaming Twitter Project - Part.mp4
11.79 MB
17. Spark Streaming with Python/3. Spark Streaming Twitter Project - Part.srt
7.31 KB
17. Spark Streaming with Python/4. Spark Streaming Twitter Project - Part Two.mp4
29.3 MB
17. Spark Streaming with Python/4. Spark Streaming Twitter Project - Part Two.srt
18.19 KB
17. Spark Streaming with Python/5. Spark Streaming Twitter Project - Part Three.mp4
55.01 MB
17. Spark Streaming with Python/5. Spark Streaming Twitter Project - Part Three.srt
29.29 KB
18. Bonus/1. Bonus Lecture.html
532 B
2. Setting up Python with Spark/1. Set-up Overview.mp4
10.84 MB
2. Setting up Python with Spark/1. Set-up Overview.srt
10.17 KB
2. Setting up Python with Spark/1.1 Slides for Installation Options Overview.html
161 B
2. Setting up Python with Spark/1.2 Slides for Installation.html
161 B
2. Setting up Python with Spark/2. Note on Installation Sections.html
347 B
3. Local VirtualBox Set-up/1. Local Installation VirtualBox Part 1.mp4
37.69 MB
3. Local VirtualBox Set-up/1. Local Installation VirtualBox Part 1.srt
18.22 KB
3. Local VirtualBox Set-up/2. Local Installation VirtualBox Part 2.mp4
46.48 MB
3. Local VirtualBox Set-up/2. Local Installation VirtualBox Part 2.srt
18.86 KB
3. Local VirtualBox Set-up/3. Setting up PySpark.mp4
15.55 MB
3. Local VirtualBox Set-up/3. Setting up PySpark.srt
8.33 KB
4. AWS EC2 PySpark Set-up/1. AWS EC2 Set-up Guide.mp4
5.29 MB
4. AWS EC2 PySpark Set-up/1. AWS EC2 Set-up Guide.srt
4.42 KB
4. AWS EC2 PySpark Set-up/2. Creating the EC2 Instance.mp4
62.98 MB
4. AWS EC2 PySpark Set-up/2. Creating the EC2 Instance.srt
24.39 KB
4. AWS EC2 PySpark Set-up/3. SSH with Mac or Linux.mp4
9.26 MB
4. AWS EC2 PySpark Set-up/3. SSH with Mac or Linux.srt
7.47 KB
4. AWS EC2 PySpark Set-up/4. Installations on EC2.mp4
50.41 MB
4. AWS EC2 PySpark Set-up/4. Installations on EC2.srt
20.23 KB
5. Databricks Setup/1. Databricks Setup.mp4
27.63 MB
5. Databricks Setup/1. Databricks Setup.srt
18.93 KB
6. AWS EMR Cluster Setup/1. AWS EMR Setup.mp4
45.33 MB
6. AWS EMR Cluster Setup/1. AWS EMR Setup.srt
26.41 KB
7. Python Crash Course/1. Introduction to Python Crash Course.mp4
3.09 MB
7. Python Crash Course/1. Introduction to Python Crash Course.srt
2.41 KB
7. Python Crash Course/1.1 Slides for Python Crash Course.html
161 B
7. Python Crash Course/2. Jupyter Notebook Overview.mp4
13.22 MB
7. Python Crash Course/2. Jupyter Notebook Overview.srt
11.37 KB
7. Python Crash Course/3. Python Crash Course Part One.mp4
29.52 MB
7. Python Crash Course/3. Python Crash Course Part One.srt
23.8 KB
7. Python Crash Course/4. Python Crash Course Part Two.mp4
22.26 MB
7. Python Crash Course/4. Python Crash Course Part Two.srt
17.57 KB
7. Python Crash Course/5. Python Crash Course Part Three.mp4
23.17 MB
7. Python Crash Course/5. Python Crash Course Part Three.srt
16.06 KB
7. Python Crash Course/6. Python Crash Course Exercises.mp4
5.01 MB
7. Python Crash Course/6. Python Crash Course Exercises.srt
2.47 KB
7. Python Crash Course/7. Python Crash Course Exercise Solutions.mp4
25.11 MB
7. Python Crash Course/7. Python Crash Course Exercise Solutions.srt
12.85 KB
8. Spark DataFrame Basics/1. Introduction to Spark DataFrames.mp4
4.7 MB
8. Spark DataFrame Basics/1. Introduction to Spark DataFrames.srt
3.58 KB
8. Spark DataFrame Basics/1.1 Slides for Spark DataFrame Basics.html
161 B
8. Spark DataFrame Basics/2. Spark DataFrame Basics.mp4
21.08 MB
8. Spark DataFrame Basics/2. Spark DataFrame Basics.srt
16.36 KB
8. Spark DataFrame Basics/3. Spark DataFrame Basics Part Two.mp4
19.72 MB
8. Spark DataFrame Basics/3. Spark DataFrame Basics Part Two.srt
14.44 KB
8. Spark DataFrame Basics/4. Spark DataFrame Basic Operations.mp4
27.58 MB
8. Spark DataFrame Basics/4. Spark DataFrame Basic Operations.srt
16.04 KB
8. Spark DataFrame Basics/5. Groupby and Aggregate Operations.mp4
28.83 MB
8. Spark DataFrame Basics/5. Groupby and Aggregate Operations.srt
18.98 KB
8. Spark DataFrame Basics/6. Missing Data.mp4
17.22 MB
8. Spark DataFrame Basics/6. Missing Data.srt
13.45 KB
8. Spark DataFrame Basics/7. Dates and Timestamps.mp4
24.13 MB
8. Spark DataFrame Basics/7. Dates and Timestamps.srt
14.63 KB
9. Spark DataFrame Project Exercise/1. DataFrame Project Exercise.mp4
11.9 MB
9. Spark DataFrame Project Exercise/1. DataFrame Project Exercise.srt
5.4 KB
9. Spark DataFrame Project Exercise/2. DataFrame Project Exercise Solutions.mp4
45.06 MB
9. Spark DataFrame Project Exercise/2. DataFrame Project Exercise Solutions.srt
22.5 KB
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51 B
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54 B