About this Course

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Learner Career Outcomes

25%

started a new career after completing these courses

29%

got a tangible career benefit from this course
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Advanced Level
Approx. 40 hours to complete
English

Skills you will gain

GraphsHiveApache HiveApache Spark

Learner Career Outcomes

25%

started a new career after completing these courses

29%

got a tangible career benefit from this course
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Advanced Level
Approx. 40 hours to complete
English

Offered by

Placeholder

Yandex

Syllabus - What you will learn from this course

Content RatingThumbs Up87%(1,062 ratings)Info
Week
1

Week 1

22 minutes to complete

Welcome to the Second Course: Big Data Analysis

22 minutes to complete
8 videos (Total 12 min), 1 reading
8 videos
What is BigData Analysis?1m
Tools For BigData Analysis1m
Graph Data Analysis2m
Meet Alexey Dral2m
Meet Pavel Mezentsev37s
Meet Natalia Pritykovskaya40s
Meet Pavel Klemenkov40s
1 reading
Slack Channel is the quickest way to get answers to your questions10m
3 hours to complete

Big Data SQL: Hive

3 hours to complete
15 videos (Total 105 min)
15 videos
HTTP Web Service: Access Log Format4m
Business Use Cases: Solution with Hive6m
(optional) SQL: likbez10m
Hive Data Definition Language (DDL)11m
Hive Data Manipulation Language (DML)6m
Hive Analytics: RegexSerDe, Views7m
(optional) Regular Expressions, Likbez9m
Hive Analytics: UDF, UDAF, UDTF7m
Hive Streaming4m
Hive PTF (Window Functions)5m
Hive Optimization: Partitioning, Bucketing and Sampling8m
Hive Map-Side Joins: Plain, Bucket, Sort-Merge5m
Hive Optimization: Data Skew4m
Hive Optimization: Row-Columnar File Formats, Compression8m
3 practice exercises
Hive: SQL over Hadoop MapReduce30m
Hive Analytics with UDF and Streaming30m
Hive final30m
Week
2

Week 2

9 hours to complete

Big Data SQL: Hive (practice week)

9 hours to complete
3 videos (Total 14 min), 4 readings, 5 quizzes
3 videos
How to Install Docker on Windows 7, 8, 104m
How to submit your first Hive assignment6m
4 readings
Grading System: Instructions and Common Problems10m
Docker Installation Guide10m
Assignments. General requirements10m
Hive assignment. Intro and instructions10m
Week
3

Week 3

3 hours to complete

Spark SQL and Spark Dataframe

3 hours to complete
14 videos (Total 82 min)
14 videos
What is Pandas DataFrame and how to create it4m
How to process a DataFrame as SQL4m
Working with Hive4m
Reading and Writing Files7m
RDD vs. DF vs. SQL3m
Projection and Filtering5m
Functions5m
Aggregates6m
Join8m
User Defined Functions8m
Time Processing4m
Window Functions7m
Two-Dimensional Distributions4m
2 practice exercises
Introducing DataFrame and SQL30m
Spark SQL and Spark Dataframe30m
Week
4

Week 4

7 hours to complete

Graph Analysis from Big Data Perspective

7 hours to complete
13 videos (Total 83 min)
13 videos
Graph representation7m
Counting common friends. Part I2m
Counting common friends. Part II10m
Counting common friends. Part III5m
GraphFrames: Introduction6m
Motif Finding: DSL6m
Motif Finding: Counting Mutual Friends6m
Motif Finding: Under The Hood. Part 114m
Motif Finding: Under The Hood. Part 24m
Triangles Count: Introduction3m
Triangles Count: Edge Lists6m
Triangles Count: GraphFrame6m
4 practice exercises
Graph Representations30m
Motif Finding30m
Triangles Count30m
Graph Analysis from Big Data Perspective30m

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