Portal

                                                

                                        

• 1-Introduction                                                                                                                                                     
• 2-Data Preprocessing
• 3-Data_exploration
• 4-Modeling Basics
• 5-Flexible Regression Models – Dummy Variables
• 6-Flexible Regression Models – Data Transformation 
• https://www.youtube.com/playlist?list=PLHXJXSJCUVEj-pEvn2ehx7yGT0vQi1irc

 

 

• 1-Introduction
• 2-Hadoop Basics
• 3-Hadoop and HDFS
• 4-Introduction to MapReduce
• 5-MapReduceAlgorithmDesign
• 6-Hadoop Cluster Administration
• 7-Introduction to Apache Spark
• 8-Spark Essentials
• 9-SparkSQL
• 10-NoSQL
• https://www.youtube.com/playlist?list=PLHXJXSJCUVEjaWuxyGezKxQK2Ns_Hxq7C

 

 

 

• 1_intro
• 2_data
• 3_data_exploration
• 4_basic_classification
• 5_alternative_classification
• 6_basic_association_analysis
• 7_extended_association_analysis
• 8_basic_cluster_analysis
• 9_advanced_cluster_analysis
• 10_anomaly_detection