Basic Data Science Tools Course
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Basic Data Science Tools Course
Basic Data Science Tools Course
Section 1 : Introduction
Lecture 1
INTRODUCTION TO BRAINMEASURES PROCTOR SYSTEM
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Lecture 2
Course organization
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Section 2 : Introduction to Data Science
Lecture 3
Introduction
1:51
Lecture 4
Data science
2:53
Lecture 5
Fundamental skills
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Lecture 6
Tools of trade
3:0
Lecture 7
Enabling technologies
2:4
Section 3 : Cloud Computing
Lecture 8
Cloud computing and virtualization
4:0
Lecture 9
Cloud fundamentals
3:29
Lecture 10
Types of cloud
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Lecture 11
Solution providers
2:22
Lecture 12
Private cloud hands-on with Proxmox
2:52
Lecture 13
Proxmox Bootable installation disk
5:2
Lecture 14
Proxmox Installation
2:26
Lecture 15
Proxmox Managing virtual machines
3:49
Lecture 16
Proxmox Creating and configuring virtual machines
2:59
Section 4 : Distributed File Systems
Lecture 17
Distributed file systems
2:44
Lecture 18
Fundamentals
2:45
Lecture 19
Distributed systems and distributed processing
2:18
Lecture 20
Hadoop hands-on
2:8
Lecture 21
Hadoop Preparation
4:11
Lecture 22
Hadoop Installation
4:18
Lecture 23
Hadoop MapReduce hands-on
8:52
Section 5 : Distributed Processing
Lecture 24
Distributed processing with MapReduce
3:47
Lecture 25
Distributed processing with Spark
2:7
Lecture 26
Spark architecture and features
2:49
Lecture 27
Spark Installation
6:24
Lecture 28
Spark Spark shell
4:28
Lecture 29
Spark pyspark
4:32
Lecture 30
Spark Application
4:1
Section 6 : Machine Learning
Lecture 31
Machine learning
2:41
Lecture 32
Fundamentals
2:16
Lecture 33
Types of machine learning
2:59
Lecture 34
Weka Installation
2:33
Lecture 35
Weka GUI
3:35
Lecture 36
Weka Training vs
3:21
Lecture 37
Weka Clustering
2:12
Section 7 : Case Study
Lecture 38
Putting it all together
2:42
Lecture 39
Hadoop cluster Installation
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Lecture 40
Hadoop cluster Operation
4:57
Lecture 41
Spark, YARN, and Hadoop
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Lecture 42
Weka and Spark
3:12
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Lectures
42
Video
2:21:40 Hours
Skill level
intermdiate
level
Languages
English
Includes
Lifetime access
Certificate of Completion
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