Tutorialsplanet NET Udemy Spark and Python for Big Data with PySpark

Tutorialsplanet NET Udemy Spark and Python for Big Data with PySpark

Name	[Tutorialsplanet.NET] Udemy - Spark and Python for Big Data with PySpark	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.7 GB
Total Files	149
Last Seen	2025-07-16 23:39
Hash	6A0238FCCEA736A65A2E9265C697F77345B275DD

/1. Introduction to Course/
1. Introduction.mp4	12.2 MB
1. Introduction.vtt	4.1 KB
2. Course Overview.mp4	15.1 MB
2. Course Overview.vtt	13.2 KB
2.1 Python-and-Spark-for-Big-Data-master.zip.zip	1.7 MB
2.2 Course Overview Slides.html	0.2 KB
3. Frequently Asked Questions.html	0.4 KB
3.1 Python-and-Spark-for-Big-Data-master.zip.zip	1.7 MB
4. What is Spark Why Python.mp4	50.5 MB
4. What is Spark Why Python.vtt	27.6 KB
4.1 Spark and Python Slides.html	0.2 KB
/10. Introduction to Machine Learning with MLlib/
1. Introduction to Machine Learning and ISLR.mp4	19.8 MB
1. Introduction to Machine Learning and ISLR.vtt	15.8 KB
1.1 Slides for ML Intro.html	0.2 KB
2. Machine Learning with Spark and Python with MLlib.mp4	53.8 MB
2. Machine Learning with Spark and Python with MLlib.vtt	14.2 KB
/11. Linear Regression/
1. Linear Regression Theory and Reading.mp4	10.4 MB
1. Linear Regression Theory and Reading.vtt	7.3 KB
1.1 Slides for Linear Regression.html	0.2 KB
2. Linear Regression Documentation Example.mp4	42.6 MB
2. Linear Regression Documentation Example.vtt	19.6 KB
3. Regression Evaluation.mp4	12.6 MB
3. Regression Evaluation.vtt	9.8 KB
4. Linear Regression Example Code Along.mp4	41.1 MB
4. Linear Regression Example Code Along.vtt	20.8 KB
4.1 Ecommerce_Customers.csv.csv	86.9 KB
5. Linear Regression Consulting Project.mp4	7.1 MB
5. Linear Regression Consulting Project.vtt	4.4 KB
6. Linear Regression Consulting Project Solutions.mp4	40.6 MB
6. Linear Regression Consulting Project Solutions.vtt	20.3 KB
/12. Logistic Regression/
1. Logistic Regression Theory and Reading.mp4	21.7 MB
1. Logistic Regression Theory and Reading.vtt	16.0 KB
1.1 Slides for Logistic Regression.html	0.2 KB
2. Logistic Regression Example Code Along.mp4	56.0 MB
2. Logistic Regression Example Code Along.vtt	21.1 KB
3. Logistic Regression Code Along.mp4	43.5 MB
3. Logistic Regression Code Along.vtt	24.5 KB
3.1 Great Example from Databricks.html	0.2 KB
3.2 Explanation of AUC.html	0.1 KB
4. Logistic Regression Consulting Project.mp4	6.7 MB
4. Logistic Regression Consulting Project.vtt	4.8 KB
5. Logistic Regression Consulting Project Solutions.mp4	35.6 MB
5. Logistic Regression Consulting Project Solutions.vtt	13.7 KB
/13. Decision Trees and Random Forests/
1. Tree Methods Theory and Reading.mp4	15.4 MB
1. Tree Methods Theory and Reading.vtt	10.6 KB
1.1 Slides for Tree Methods.html	0.2 KB
2. Tree Methods Documentation Examples.mp4	35.8 MB
2. Tree Methods Documentation Examples.vtt	18.5 KB
3. Decision Tress and Random Forest Code Along Examples.mp4	51.5 MB
3. Decision Tress and Random Forest Code Along Examples.vtt	27.4 KB
4. Random Forest - Classification Consulting Project.mp4	5.7 MB
4. Random Forest - Classification Consulting Project.vtt	3.5 KB
5. Random Forest Classification Consulting Project Solutions.mp4	16.7 MB
5. Random Forest Classification Consulting Project Solutions.vtt	10.6 KB
/14. K-means Clustering/
1. K-means Clustering Theory and Reading.mp4	13.5 MB
1. K-means Clustering Theory and Reading.vtt	9.6 KB
1.1 Slides for Clustering.html	0.2 KB
2. KMeans Clustering Documentation Example.mp4	21.9 MB
2. KMeans Clustering Documentation Example.vtt	13.2 KB
3. Clustering Example Code Along.mp4	29.2 MB
3. Clustering Example Code Along.vtt	16.7 KB
4. Clustering Consulting Project.mp4	6.9 MB
4. Clustering Consulting Project.vtt	4.3 KB
5. Clustering Consulting Project Solutions.mp4	24.2 MB
5. Clustering Consulting Project Solutions.vtt	10.3 KB
/15. Collaborative Filtering for Recommender Systems/
1. Introduction to Recommender Systems.mp4	13.3 MB
1. Introduction to Recommender Systems.vtt	9.1 KB
1.1 Recommender Slides.html	0.2 KB
2. Recommender System - Code Along Project.mp4	25.8 MB
2. Recommender System - Code Along Project.vtt	16.1 KB
/16. Natural Language Processing/
1. Introduction to Natural Language Processing.mp4	15.0 MB
1. Introduction to Natural Language Processing.vtt	11.9 KB
1.1 NLP Slides.html	0.2 KB
2. NLP Tools Part One.mp4	37.9 MB
2. NLP Tools Part One.vtt	20.5 KB
3. NLP Tools Part Two.mp4	19.8 MB
3. NLP Tools Part Two.vtt	9.7 KB
4. Natural Language Processing Code Along Project.mp4	36.9 MB
4. Natural Language Processing Code Along Project.vtt	17.6 KB
/17. Spark Streaming with Python/
1. Introduction to Streaming with Spark!.mp4	34.2 MB
1. Introduction to Streaming with Spark!.vtt	15.8 KB
1.1 Spark Streaming Slides.html	0.2 KB
2. Spark Streaming Documentation Example.mp4	30.0 MB
2. Spark Streaming Documentation Example.vtt	15.6 KB
3. Spark Streaming Twitter Project - Part.mp4	12.4 MB
3. Spark Streaming Twitter Project - Part.vtt	6.5 KB
4. Spark Streaming Twitter Project - Part Two.mp4	30.7 MB
4. Spark Streaming Twitter Project - Part Two.vtt	16.2 KB
5. Spark Streaming Twitter Project - Part Three.mp4	57.7 MB
5. Spark Streaming Twitter Project - Part Three.vtt	26.1 KB
/18. Bonus/
1. Bonus Lecture Coupons.html	5.9 KB
/2. Setting up Python with Spark/
1. Set-up Overview.mp4	11.4 MB
1. Set-up Overview.vtt	9.2 KB
1.1 Slides for Installation Options Overview.html	0.2 KB
1.2 Slides for Installation.html	0.2 KB
2. Note on Installation Sections.html	0.3 KB
/3. Local VirtualBox Set-up/
1. Local Installation VirtualBox Part 1.mp4	39.5 MB
1. Local Installation VirtualBox Part 1.vtt	16.3 KB
2. Local Installation VirtualBox Part 2.mp4	48.8 MB
2. Local Installation VirtualBox Part 2.vtt	16.8 KB
3. Setting up PySpark.mp4	16.3 MB
3. Setting up PySpark.vtt	7.4 KB
/4. AWS EC2 PySpark Set-up/
1. AWS EC2 Set-up Guide.mp4	5.6 MB
1. AWS EC2 Set-up Guide.vtt	4.0 KB
2. Creating the EC2 Instance.mp4	66.0 MB
2. Creating the EC2 Instance.vtt	21.7 KB
3. SSH with Mac or Linux.mp4	9.7 MB
3. SSH with Mac or Linux.vtt	6.7 KB
4. Installations on EC2.mp4	52.9 MB
4. Installations on EC2.vtt	18.1 KB
/5. Databricks Setup/
1. Databricks Setup.mp4	29.0 MB
1. Databricks Setup.vtt	16.9 KB
/6. AWS EMR Cluster Setup/
1. AWS EMR Setup.mp4	47.5 MB
1. AWS EMR Setup.vtt	23.7 KB
/7. Python Crash Course/
1. Introduction to Python Crash Course.mp4	3.2 MB
1. Introduction to Python Crash Course.vtt	2.2 KB
1.1 Slides for Python Crash Course.html	0.2 KB
2. Jupyter Notebook Overview.mp4	13.9 MB
2. Jupyter Notebook Overview.vtt	10.2 KB
3. Python Crash Course Part One.mp4	31.0 MB
3. Python Crash Course Part One.vtt	21.2 KB
4. Python Crash Course Part Two.mp4	23.3 MB
4. Python Crash Course Part Two.vtt	15.4 KB
5. Python Crash Course Part Three.mp4	24.3 MB
5. Python Crash Course Part Three.vtt	14.3 KB
6. Python Crash Course Exercises.mp4	5.3 MB
6. Python Crash Course Exercises.vtt	2.2 KB
7. Python Crash Course Exercise Solutions.mp4	26.3 MB
7. Python Crash Course Exercise Solutions.vtt	11.5 KB
/8. Spark DataFrame Basics/
1. Introduction to Spark DataFrames.mp4	4.9 MB
1. Introduction to Spark DataFrames.vtt	3.3 KB
1.1 Slides for Spark DataFrame Basics.html	0.2 KB
2. Spark DataFrame Basics.mp4	22.1 MB
2. Spark DataFrame Basics.vtt	14.7 KB
3. Spark DataFrame Basics Part Two.mp4	20.7 MB
3. Spark DataFrame Basics Part Two.vtt	12.9 KB
4. Spark DataFrame Basic Operations.mp4	28.9 MB
4. Spark DataFrame Basic Operations.vtt	14.3 KB
5. Groupby and Aggregate Operations.mp4	30.2 MB
5. Groupby and Aggregate Operations.vtt	16.9 KB
6. Missing Data.mp4	18.1 MB
6. Missing Data.vtt	12.0 KB
7. Dates and Timestamps.mp4	25.3 MB
7. Dates and Timestamps.vtt	13.0 KB
/9. Spark DataFrame Project Exercise/
1. DataFrame Project Exercise.mp4	12.5 MB
1. DataFrame Project Exercise.vtt	4.9 KB
2. DataFrame Project Exercise Solutions.mp4	47.3 MB
2. DataFrame Project Exercise Solutions.vtt	20.1 KB
/
[Tutorialsplanet.NET].url	0.1 KB
Total files 149