FreeCoursesOnline Me Packt Hands On Machine Learning with Scala and Spark FCO

FreeCoursesOnline Me Packt Hands On Machine Learning with Scala and Spark FCO

Name	[FreeCoursesOnline.Me] [Packt] Hands-On Machine Learning with Scala and Spark [FCO]	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	384.4 MB
Total Files	32
Hash	28E56FC8EDC280A1C354B29EDC914B46DA4F54A8

/01.Advanced Text Processing in Spark and Building a Classification Model/
0101.The Course Overview.mp4	20.1 MB
0102.Analyzing Text Input Data.mp4	19.8 MB
0103.Feature Generation from Text – Count Vectorizer, TFIDF, LDA.mp4	14.8 MB
0104.Extracting Features from Data – Transforming Text into Vector of Numbers.mp4	23.8 MB
0105.Bag-of-Words and Skip Gram.mp4	8.8 MB
0106.Training Classification Models – Implementing Word2Vect Using Apache Spark.mp4	17.1 MB
/02.Building a Regression Model with Spark/
0201.Logistic Regression Explanation.mp4	9.0 MB
0202.Writing a Logistic Regression Model Per Author in Apache Spark.mp4	9.0 MB
0203.Training Regression Model.mp4	16.1 MB
0204.Key Concepts, Machine Learning Pipelines, and Operations.mp4	10.9 MB
0205.Learn How to Validate Models Using Cross-Validation.mp4	19.5 MB
/03.Building a Clustering Model with Spark/
0301.Analyzing Time of Post Using Clustering – (GMM Explanation).mp4	6.4 MB
0302.Implementing GMM in Apache Spark.mp4	33.1 MB
0303.K-Means Clustering Explanation and Use Cases.mp4	4.3 MB
0304.Implementing K-Means Clustering in Apache Spark.mp4	19.1 MB
0305.Measure Accuracy Using Area Under ROC.mp4	13.2 MB
/04.Dimensionality Reductions and Recommendation Engines/
0401.Dimensionality Reduction Using Singular Value Decomposition (SVD).mp4	14.7 MB
0402.Building Recommendation Engine in Spark Using Collaborative Filtering.mp4	19.1 MB
0403.Using Recommendation Engine to Get Top Recommendations.mp4	27.6 MB
0404.Dense and Sparse Vectors.mp4	14.4 MB
0405.LabeledPoints, Rating, and Other Data Types.mp4	11.0 MB
/05.Deep Learning with Spark/
0501.The Spark versus Deep Learning Use Case.mp4	8.1 MB
0502.Spark for Parallelizing Deep Learning Evaluation.mp4	16.0 MB
0503.Deep Learning As a Feature Generator for Existing Spark ML Algorithms.mp4	12.1 MB
0504.SparkDeep Learning Made Simple.mp4	16.0 MB
/Exercise Files/
exercise_files.zip	57.5 KB
/
Discuss.FreeTutorials.Us.html	169.7 KB
FreeCoursesOnline.Me.html	110.9 KB
FreeTutorials.Eu.html	104.7 KB
How you can help Team-FTU.txt	0.3 KB
[TGx]Downloaded from torrentgalaxy.org.txt	0.5 KB
Torrent Downloaded From GloDls.to.txt	0.1 KB
Total files 32