Name [FreeCourseLab.com] Udemy - Scala and Spark for Big Data and Machine Learning

File Type video

Size 1.35GB

UpdateDate 2024-6-27

hash *****FFF9F0A2139E92BFC47C88FE138CFCBDC1

Hot 4

Files 1. Course Introduction/1. Introduction.mp4 | 8.56MB 1. Course Introduction/1. Introduction.vtt | 3.34KB 1. Course Introduction/2. Course FAQs.html | 296B 1. Course Introduction/2.1 Scala-and-Spark-Bootcamp-master.zip.zip | 1.06MB 1. Course Introduction/2.2 Spark PDF Slides.zip.zip | 1.55MB 1. Course Introduction/3. Scala and Spark Overview.mp4 | 19.30MB 1. Course Introduction/3. Scala and Spark Overview.vtt | 13.93KB 10. Introduction to Machine Learning/1. Introduction to Machine Learning.mp4 | 12.85MB 10. Introduction to Machine Learning/1. Introduction to Machine Learning.vtt | 8.71KB 10. Introduction to Machine Learning/2. Machine Learning with Spark.mp4 | 32.43MB 10. Introduction to Machine Learning/2. Machine Learning with Spark.vtt | 16.62KB 10. Introduction to Machine Learning/3. IntelliJ IDEA Installation Overview.mp4 | 23.61MB 10. Introduction to Machine Learning/3. IntelliJ IDEA Installation Overview.vtt | 15.20KB 10. Introduction to Machine Learning/3.1 Instructions on Connecting IntelliJ to Spark.html | 119B 10. Introduction to Machine Learning/3.2 IntelliJ IDEA Site.html | 152B 11. Regression with Spark/1. Introduction to Linear Regression.mp4 | 11.73MB 11. Regression with Spark/1. Introduction to Linear Regression.vtt | 7.67KB 11. Regression with Spark/2. Introduction to Regression Section.mp4 | 2.24MB 11. Regression with Spark/2. Introduction to Regression Section.vtt | 1.61KB 11. Regression with Spark/3. Linear Regression Documentation Example.mp4 | 23.90MB 11. Regression with Spark/3. Linear Regression Documentation Example.vtt | 11.57KB 11. Regression with Spark/4. Alternate Linear Regression Data CSV File.html | 404B 11. Regression with Spark/4.1 Clean_Ecommerce.csv.csv | 60.98KB 11. Regression with Spark/4.2 Clean_USA_Housing.csv.csv | 468.47KB 11. Regression with Spark/5. Linear Regression Walkthrough Part 1.mp4 | 39.63MB 11. Regression with Spark/5. Linear Regression Walkthrough Part 1.vtt | 19.36KB 11. Regression with Spark/6. Linear Regression Walkthrough Part 2.mp4 | 17.48MB 11. Regression with Spark/6. Linear Regression Walkthrough Part 2.vtt | 9.26KB 11. Regression with Spark/7. Linear Regression Exercise Project.mp4 | 6.35MB 11. Regression with Spark/7. Linear Regression Exercise Project.vtt | 3.22KB 11. Regression with Spark/8. Linear Regression Project Solutions.mp4 | 40.75MB 11. Regression with Spark/8. Linear Regression Project Solutions.vtt | 20.03KB 12. Classification with Spark/1. Introduction to Classification.mp4 | 22.06MB 12. Classification with Spark/1. Introduction to Classification.vtt | 15.45KB 12. Classification with Spark/2. Classification Documentation Example.mp4 | 21.38MB 12. Classification with Spark/2. Classification Documentation Example.vtt | 10.09KB 12. Classification with Spark/3. Spark Classification - Logistic Regression Example - Part 1.mp4 | 42.89MB 12. Classification with Spark/3. Spark Classification - Logistic Regression Example - Part 1.vtt | 19.65KB 12. Classification with Spark/4. Spark Classification - Logistic Regression Example - Part 2.mp4 | 56.10MB 12. Classification with Spark/4. Spark Classification - Logistic Regression Example - Part 2.vtt | 23.86KB 12. Classification with Spark/5. Logistic Regression Project Exercise.mp4 | 5.22MB 12. Classification with Spark/5. Logistic Regression Project Exercise.vtt | 2.75KB 12. Classification with Spark/6. Classification Project Solutions.mp4 | 40.07MB 12. Classification with Spark/6. Classification Project Solutions.vtt | 17.17KB 13. Model Evaluation/1. Model Evaluation Overview.mp4 | 18.94MB 13. Model Evaluation/1. Model Evaluation Overview.vtt | 13.37KB 13. Model Evaluation/2. Spark Model Evaluation - Documentation Example.mp4 | 53.39MB 13. Model Evaluation/2. Spark Model Evaluation - Documentation Example.vtt | 27.22KB 13. Model Evaluation/3. Spark - Model Evaluation - Regression Example.mp4 | 52.26MB 13. Model Evaluation/3. Spark - Model Evaluation - Regression Example.vtt | 28.45KB 14. Clustering with Spark/1. Introduction to Clustering with Spark.mp4 | 3.12MB 14. Clustering with Spark/1. Introduction to Clustering with Spark.vtt | 2.34KB 14. Clustering with Spark/2. KMeans Theory Lecture.mp4 | 9.06MB 14. Clustering with Spark/2. KMeans Theory Lecture.vtt | 6.21KB 14. Clustering with Spark/3. Note on Kmeans.html | 498B 14. Clustering with Spark/4. Example of KMeans with Spark.mp4 | 19.06MB 14. Clustering with Spark/4. Example of KMeans with Spark.vtt | 10.11KB 14. Clustering with Spark/5. Clustering Project Exercise Overview.mp4 | 10.57MB 14. Clustering with Spark/5. Clustering Project Exercise Overview.vtt | 5.25KB 14. Clustering with Spark/6. Clustering Project Exercises - Solutions.mp4 | 25.84MB 14. Clustering with Spark/6. Clustering Project Exercises - Solutions.vtt | 11.93KB 15. PCA with Spark/1. PCA Theory Overview.mp4 | 5.89MB 15. PCA with Spark/1. PCA Theory Overview.vtt | 3.84KB 15. PCA with Spark/2. PCA with Spark - Documentation Example.mp4 | 12.51MB 15. PCA with Spark/2. PCA with Spark - Documentation Example.vtt | 7.55KB 15. PCA with Spark/3. PCA with Spark - Project Exercise.mp4 | 8.65MB 15. PCA with Spark/3. PCA with Spark - Project Exercise.vtt | 4.47KB 15. PCA with Spark/4. PCA Spark Exercise - Solutions.mp4 | 27.10MB 15. PCA with Spark/4. PCA Spark Exercise - Solutions.vtt | 13.13KB 16. DataBricks and Spark/1. Databricks Overview.mp4 | 47.96MB 16. DataBricks and Spark/1. Databricks Overview.vtt | 23.27KB 16. DataBricks and Spark/2. Introduction to Spark Recommendation Systems.mp4 | 7.71MB 16. DataBricks and Spark/2. Introduction to Spark Recommendation Systems.vtt | 5.52KB 16. DataBricks and Spark/3. Spark Recommender System Implementation.mp4 | 28.19MB 16. DataBricks and Spark/3. Spark Recommender System Implementation.vtt | 15.87KB 16. DataBricks and Spark/4. Zeppelin Notebooks on AWS Elastic MapReduce.mp4 | 52.33MB 16. DataBricks and Spark/4. Zeppelin Notebooks on AWS Elastic MapReduce.vtt | 26.64KB 16. DataBricks and Spark/5. So what's next.html | 1.11KB 17. BONUS DISCOUNT COUPONS/1. Bonus Lecture Coupons.html | 5.79KB 2. Scala IDE Options and Overview/1. ScalaIDE Overview.mp4 | 5.51MB 2. Scala IDE Options and Overview/1. ScalaIDE Overview.vtt | 3.82KB 2. Scala IDE Options and Overview/2. Computer Set-up Time!.html | 491B 3. Windows Scala and Spark Set-up and Installation/1. Windows Introduction.mp4 | 1.31MB 3. Windows Scala and Spark Set-up and Installation/1. Windows Introduction.vtt | 1.03KB 3. Windows Scala and Spark Set-up and Installation/2. Quick note about Windows Installation..html | 441B 3. Windows Scala and Spark Set-up and Installation/3. Windows Scala and Spark Installation.mp4 | 30.15MB 3. Windows Scala and Spark Set-up and Installation/3. Windows Scala and Spark Installation.vtt | 14.46KB 3. Windows Scala and Spark Set-up and Installation/3.1 winutils.exe.exe | 105.50KB 3. Windows Scala and Spark Set-up and Installation/3.2 Windows Written Install Instructions.html | 162B 3. Windows Scala and Spark Set-up and Installation/4. Atom Windows Installation.mp4 | 26.67MB 3. Windows Scala and Spark Set-up and Installation/4. Atom Windows Installation.vtt | 11.71KB 3. Windows Scala and Spark Set-up and Installation/5. Terminal Exericse.html | 859B 4. Mac OS Setup and Installation/1. Mac OS Installation and Setup.mp4 | 24.01MB 4. Mac OS Setup and Installation/1. Mac OS Installation and Setup.vtt | 13.76KB 4. Mac OS Setup and Installation/1.1 Mac Install Guide.html | 168B 5. Linux (Ubuntu) Setup and Installation/1. Installing Scala and Spark on Linux (Ubuntu).mp4 | 28.89MB 5. Linux (Ubuntu) Setup and Installation/1. Installing Scala and Spark on Linux (Ubuntu).vtt | 14.91KB 5. Linux (Ubuntu) Setup and Installation/1.1 Ubuntu Install Guide.html | 161B 6. Scala Programming Level One/1. Arithmetic and Numbers.mp4 | 12.22MB 6. Scala Programming Level One/1. Arithmetic and Numbers.vtt | 9.59KB 6. Scala Programming Level One/2. Values and Variables.mp4 | 13.06MB 6. Scala Programming Level One/2. Values and Variables.vtt | 10.30KB 6. Scala Programming Level One/3. Booleans and Comparison Operators.mp4 | 3.75MB 6. Scala Programming Level One/3. Booleans and Comparison Operators.vtt | 2.83KB 6. Scala Programming Level One/4. Strings and Basic Regex.mp4 | 21.64MB 6. Scala Programming Level One/4. Strings and Basic Regex.vtt | 15.85KB 6. Scala Programming Level One/5. Tuples.mp4 | 4.28MB 6. Scala Programming Level One/5. Tuples.vtt | 3.33KB 6. Scala Programming Level One/6. Scala Basics - Assessment Test Exercises.mp4 | 1.17MB 6. Scala Programming Level One/6. Scala Basics - Assessment Test Exercises.vtt | 898B 6. Scala Programming Level One/7. Scala Basics Assessment Test Questions.html | 691B 6. Scala Programming Level One/8. Scala Basics - Assessment Test Solutions.mp4 | 10.05MB 6. Scala Programming Level One/8. Scala Basics - Assessment Test Solutions.vtt | 7.61KB 7. Collections/1. Intro to Collections.mp4 | 1.40MB 7. Collections/1. Intro to Collections.vtt | 1.04KB 7. Collections/2. Lists.mp4 | 14.45MB 7. Collections/2. Lists.vtt | 10.33KB 7. Collections/3. Arrays.mp4 | 6.49MB 7. Collections/3. Arrays.vtt | 4.77KB 7. Collections/3.1 Scala lists vs Arrays.html | 146B 7. Collections/4. Sets.mp4 | 10.30MB 7. Collections/4. Sets.vtt | 7.23KB 7. Collections/5. Maps.mp4 | 12.18MB 7. Collections/5. Maps.vtt | 7.62KB 7. Collections/6. Collections - Assessment Test Exercise.mp4 | 1.01MB 7. Collections/6. Collections - Assessment Test Exercise.vtt | 583B 7. Collections/7. Scala Collections Assessment Test.html | 697B 7. Collections/8. Collections Assessment Test - Solutions.mp4 | 10.63MB 7. Collections/8. Collections Assessment Test - Solutions.vtt | 7.19KB 8. Scala Programming Level Two/1. Flow Control.mp4 | 14.78MB 8. Scala Programming Level Two/1. Flow Control.vtt | 11.00KB 8. Scala Programming Level Two/2. For Loops.mp4 | 10.11MB 8. Scala Programming Level Two/2. For Loops.vtt | 7.41KB 8. Scala Programming Level Two/3. While Loops.mp4 | 10.20MB 8. Scala Programming Level Two/3. While Loops.vtt | 7.32KB 8. Scala Programming Level Two/4. Functions.mp4 | 21.69MB 8. Scala Programming Level Two/4. Functions.vtt | 15.53KB 8. Scala Programming Level Two/5. Scala Programming Exercises.mp4 | 5.66MB 8. Scala Programming Level Two/5. Scala Programming Exercises.vtt | 3.79KB 8. Scala Programming Level Two/6. Scala Programming Exercises - Solutions.mp4 | 29.05MB 8. Scala Programming Level Two/6. Scala Programming Exercises - Solutions.vtt | 19.31KB 9. Spark DataFrames with Scala/1. Quick Note for Windows Users!.html | 1.30KB 9. Spark DataFrames with Scala/10. DataFrame Project - Solutions.mp4 | 41.43MB 9. Spark DataFrames with Scala/10. DataFrame Project - Solutions.vtt | 24.71KB 9. Spark DataFrames with Scala/2. Introduction to Spark DataFrames.mp4 | 25.69MB 9. Spark DataFrames with Scala/2. Introduction to Spark DataFrames.vtt | 8.87KB 9. Spark DataFrames with Scala/3. DataFrames Overview.mp4 | 35.93MB 9. Spark DataFrames with Scala/3. DataFrames Overview.vtt | 23.90KB 9. Spark DataFrames with Scala/4. Spark DataFrame Operations.mp4 | 49.47MB 9. Spark DataFrames with Scala/4. Spark DataFrame Operations.vtt | 22.16KB 9. Spark DataFrames with Scala/5. GroupBy and Aggregate Functions.mp4 | 29.26MB 9. Spark DataFrames with Scala/5. GroupBy and Aggregate Functions.vtt | 14.85KB 9. Spark DataFrames with Scala/6. Missing data.mp4 | 26.03MB 9. Spark DataFrames with Scala/6. Missing data.vtt | 16.68KB 9. Spark DataFrames with Scala/7. Date and Timestamps.mp4 | 25.47MB 9. Spark DataFrames with Scala/7. Date and Timestamps.vtt | 12.87KB 9. Spark DataFrames with Scala/8. Quick Note on DataFrame Project.html | 269B 9. Spark DataFrames with Scala/9. DataFrame Project Exercises.mp4 | 3.62MB 9. Spark DataFrames with Scala/9. DataFrame Project Exercises.vtt | 2.18KB [FreeCourseLab.com].url | 126B