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NOC:Big Data Computing
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NOC:Big Data Computing
by Dr Rajiv Misra

"Big data" is a field that treats ways to analyze, systematically extract information from, or otherwise deal with data sets that are too large or complex to be dealt with by traditional data-processing application software. Data with many cases (rows) offer greater statistical power, while data with higher complexity (more attributes or columns) m...

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level All Level
level English
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Program Fee
FREE
About This Course

"Big data" is a field that treats ways to analyze, systematically extract information from, or otherwise deal with data sets that are too large or complex to be dealt with by traditional data-processing application software. Data with many cases (rows) offer greater statistical power, while data with higher complexity (more attributes or columns) m...

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Course Curriculum
8 Sections | 34 Lecture | 18h 59min total length
Expand all sections
NOC:Big Data Computing

Week-1

| 02h 29min total length
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    Hadoop Stack for Big Data

    49m <?php echo $alt; ?>
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    Big Data Enabling Technologies

    49m <?php echo $alt; ?>
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    Introduction to Big Data

    49m <?php echo $alt; ?>
NOC:Big Data Computing

Week-2

| 02h 34min total length
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    Hadoop Distributed File System (HDFS)

    45m <?php echo $alt; ?>
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    Hadoop MapReduce 1.0

    13m <?php echo $alt; ?>
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    Hadoop MapReduce 2.0 (Part-I)

    40m <?php echo $alt; ?>
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    Hadoop MapReduce 2.0 (Part-II)

    27m <?php echo $alt; ?>
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    MapReduce Examples

    27m <?php echo $alt; ?>
NOC:Big Data Computing

Week-3

| 02h 53min total length
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    Design of Key-Value Stores

    43m <?php echo $alt; ?>
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    Spark Built-in Libraries

    43m <?php echo $alt; ?>
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    Introduction to Spark

    43m <?php echo $alt; ?>
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    Parallel Programming with Spark

    43m <?php echo $alt; ?>
NOC:Big Data Computing

Week-4

| 02h 05min total length
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    CQL (Cassandra Query Language)

    25m <?php echo $alt; ?>
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    Design of Zookeeper

    25m <?php echo $alt; ?>
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    Consistency Solutions

    25m <?php echo $alt; ?>
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    CAP Theorem

    25m <?php echo $alt; ?>
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    Data Placement Strategies

    25m <?php echo $alt; ?>
NOC:Big Data Computing

Week-5

| 02h 29min total length
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    Design of HBase

    21m <?php echo $alt; ?>
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    Spark Streaming and Sliding Window Analytics (Part-I)

    39m <?php echo $alt; ?>
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    Spark Streaming and Sliding Window Analytics (Part-II)

    28m <?php echo $alt; ?>
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    Sliding Window Analytics

    26m <?php echo $alt; ?>
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    Introduction to Kafka

    33m <?php echo $alt; ?>
NOC:Big Data Computing

Week-6

| 02h 04min total length
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    Big Data Machine Learning (Part-II)

    33m <?php echo $alt; ?>
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    Big Data Machine Learning (Part-I)

    33m <?php echo $alt; ?>
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    Machine Learning Algorithm K-means using Map Reduce for Big Data Analytics

    38m <?php echo $alt; ?>
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    Parallel K-means using Map Reduce on Big Data Cluster Analysis??

    19m <?php echo $alt; ?>
NOC:Big Data Computing

Week-7

| 02h 03min total length
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    Big Data Predictive Analytics (Part-II)

    41m <?php echo $alt; ?>
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    Big Data Predictive Analytics (Part-I)

    41m <?php echo $alt; ?>
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    Decision Trees for Big Data Analytics

    41m <?php echo $alt; ?>
NOC:Big Data Computing

Week-8

| 02h 19min total length
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    PageRank Algorithm in Big Data

    27m <?php echo $alt; ?>
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    Parameter Servers

    27m <?php echo $alt; ?>
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    Spark GraphX & Graph Analytics (Part-II)

    34m <?php echo $alt; ?>
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    Spark GraphX & Graph Analytics (Part-I)

    34m <?php echo $alt; ?>
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    Case Study: Flight Data Analysis using Spark GraphX

    15m <?php echo $alt; ?>
show 5 more sections
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