FreeCourseLab com Udemy Apache Spark Java DO Big Data Analytics ML

FreeCourseLab com Udemy Apache Spark Java DO Big Data Analytics ML

Name	[FreeCourseLab.com] Udemy - Apache Spark 2.0 + Java DO Big Data Analytics & ML	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.0 GB
Total Files	113
Hash	B82F140C83573F556084F041E748C672AD18B417

/1. Kick-start your learning/
1. Meet Your Mentor.mp4	5.8 MB
1. Meet Your Mentor.vtt	3.2 KB
2. Your learning Process - Learn, Train, Practice and Apply.mp4	6.3 MB
2. Your learning Process - Learn, Train, Practice and Apply.vtt	4.1 KB
3. Your Course Guide - Pathway to success.mp4	9.7 MB
3. Your Course Guide - Pathway to success.vtt	6.4 KB
4. Resource Bundle.html	0.2 KB
4.1 spark-big-data-analytics.zip.zip	272.2 KB
4.2 Course Slideware.pdf.pdf	1.1 MB
/2. Introduction to Apache Spark/
1. Start your Spark Engines.mp4	14.1 MB
1. Start your Spark Engines.vtt	9.0 KB
2. train Setup your SparkJava environment.mp4	20.1 MB
2. train Setup your SparkJava environment.vtt	9.4 KB
3. train Run your First Spark Java program.mp4	34.1 MB
3. train Run your First Spark Java program.vtt	12.2 KB
4. Apache Spark eco-system.mp4	10.5 MB
4. Apache Spark eco-system.vtt	7.1 KB
5. RDD The foundation of Spark.mp4	9.5 MB
5. RDD The foundation of Spark.vtt	6.3 KB
6. Spark Architecture - How it all works.mp4	19.6 MB
6. Spark Architecture - How it all works.vtt	12.9 KB
7. Spark Project work flow - How it gets done.mp4	6.9 MB
7. Spark Project work flow - How it gets done.vtt	4.9 KB
8. Spark Architecture.html	0.1 KB
/3. Spark Programming with Java/
1. Loading and Storing Data.mp4	15.4 MB
1. Loading and Storing Data.vtt	10.8 KB
10. Key-Value RDDs.mp4	7.6 MB
10. Key-Value RDDs.vtt	4.7 KB
11. train Key-Value RDDs.mp4	25.4 MB
11. train Key-Value RDDs.vtt	10.6 KB
12. @Practice() Key-Value RDDs.html	0.2 KB
13. Advanced Spark.mp4	18.6 MB
13. Advanced Spark.vtt	12.3 KB
14. train Advanced Spark - Enhanced Capabilities.mp4	22.8 MB
14. train Advanced Spark - Enhanced Capabilities.vtt	9.3 KB
15. @Practice() Advanced Spark.html	0.3 KB
16. Connecting to Spark on a different Server.mp4	22.0 MB
16. Connecting to Spark on a different Server.vtt	8.6 KB
2. train Loading and Storing Data.mp4	39.0 MB
2. train Loading and Storing Data.vtt	16.7 KB
3. @Practice() Loading and Storing Data.html	0.3 KB
4. Transformations - Change how data looks.mp4	17.0 MB
4. Transformations - Change how data looks.vtt	11.9 KB
5. train Transformations.mp4	40.7 MB
5. train Transformations.vtt	18.0 KB
6. @Practice() Transformations.html	0.2 KB
7. Actions - Extract insights from Data.mp4	14.9 MB
7. Actions - Extract insights from Data.vtt	9.9 KB
8. train Actions.mp4	22.9 MB
8. train Actions.vtt	9.8 KB
9. @Practice() Actions.html	0.1 KB
/4. Spark SQL/
1. Spark SQL Data Frames - the new era.mp4	13.9 MB
1. Spark SQL Data Frames - the new era.vtt	9.3 KB
2. train SQL Data Frames.mp4	45.6 MB
2. train SQL Data Frames.vtt	19.4 KB
3. @Practice() SQL Data Frames.html	0.3 KB
4. Temp Tables Views - Easy querying.mp4	4.8 MB
4. Temp Tables Views - Easy querying.vtt	3.0 KB
5. train Temp Tables Views.mp4	14.1 MB
5. train Temp Tables Views.vtt	6.5 KB
6. @Practice() Temp Tables Views.html	0.2 KB
/5. Spark Streaming/
1. Spark Streaming - real time data processing.mp4	9.2 MB
1. Spark Streaming - real time data processing.vtt	6.1 KB
2. Spark Streaming Architecture - How it works.mp4	12.7 MB
2. Spark Streaming Architecture - How it works.vtt	7.9 KB
3. train Spark Streaming.mp4	36.2 MB
3. train Spark Streaming.vtt	15.9 KB
/6. Machine Learning with Spark/
1. Types of Analytics - Simple to Predictive.mp4	21.5 MB
1. Types of Analytics - Simple to Predictive.vtt	14.2 KB
10. Random Forests Classification.mp4	18.7 MB
10. Random Forests Classification.vtt	14.2 KB
11. train Random Forests and PCA Use Case.mp4	36.3 MB
11. train Random Forests and PCA Use Case.vtt	13.5 KB
12. Text Pre-processing with TF-IDF.mp4	27.2 MB
12. Text Pre-processing with TF-IDF.vtt	18.3 KB
13. Naive Bayes Classification.mp4	35.8 MB
13. Naive Bayes Classification.vtt	25.2 KB
14. train Naive Bayes and Text Pre-processing Use Case.mp4	23.0 MB
14. train Naive Bayes and Text Pre-processing Use Case.vtt	8.9 KB
15. K-Means Clustering - grouping similar items.mp4	21.6 MB
15. K-Means Clustering - grouping similar items.vtt	15.1 KB
16. train K-Means Clustering Use Case.mp4	27.3 MB
16. train K-Means Clustering Use Case.vtt	10.7 KB
17. Recommendation Engines.mp4	21.6 MB
17. Recommendation Engines.vtt	16.1 KB
18. train Recommendations Engines Use Case.mp4	12.8 MB
18. train Recommendations Engines Use Case.vtt	5.7 KB
2. Types of Machine Learning.mp4	30.5 MB
2. Types of Machine Learning.vtt	21.2 KB
3. Analyzing Results and Errors.mp4	25.0 MB
3. Analyzing Results and Errors.vtt	17.4 KB
4. Spark ML Concepts - new data types.mp4	14.0 MB
4. Spark ML Concepts - new data types.vtt	10.0 KB
5. Linear Regression - fit to a line.mp4	34.6 MB
5. Linear Regression - fit to a line.vtt	23.4 KB
6. train Linear Regression Use Case.mp4	40.9 MB
6. train Linear Regression Use Case.vtt	16.4 KB
7. Decision Trees Classification.mp4	19.4 MB
7. Decision Trees Classification.vtt	13.5 KB
8. train Decision Trees Use Case.mp4	37.3 MB
8. train Decision Trees Use Case.vtt	15.1 KB
9. Principal Component Analysis.mp4	13.1 MB
9. Principal Component Analysis.vtt	9.6 KB
/7. APPLY - Your Course Challenge Project/
1. Real world problem statement - Credit Card Defaulters.html	0.0 KB
1.1 Spark Java Course APPLY Project Problem Statement.pdf.pdf	450.1 KB
2. Hints to help you with the project.html	0.0 KB
2.1 Spark Java Course APPLY Project Solution Guide Hints.pdf.pdf	308.5 KB
3. Final Solution Review - we did it !.mp4	44.8 MB
3. Final Solution Review - we did it !.vtt	15.4 KB
/8. Conclusion/
1. Closing Remarks.mp4	2.2 MB
1. Closing Remarks.vtt	1.6 KB
2. BONUS Lecture Other courses you should check out.html	0.3 KB
/
[FreeCourseLab.com].url	0.1 KB
Total files 113