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big_data_presentation with creativitty__
1.
Big Data Overview •
Introduction to Big Data and its significance.
2.
What is Big
Data? • Definition: Extremely large datasets that cannot be handled by traditional applications.
3.
Key Characteristics • High
volume, variety of formats, high speed, variable quality.
4.
Why 'Big Data'? •
Data that is too large, fast, or complex for traditional processing methods.
5.
Why is Big
Data Growing? • Explosion of digital data, technological advancements, business needs.
6.
The 4 V's
of Big Data • Volume, Variety, Velocity, Veracity.
7.
Big Data Tools
& Technologies • HDFS, NoSQL, Hadoop, Spark, Python, R, Kafka, Flume.
8.
What is Hadoop? •
Open-source framework for distributed storage and processing.
9.
Hadoop Components • HDFS,
MapReduce, YARN.
10.
What are Scala
and Spark? • Scala: Concise language for Spark. Spark: Fast, in-memory data processing.
11.
Hadoop vs Spark •
Hadoop: Batch processing, slower. Spark: Real- time processing, faster.
12.
Big Data in
Netflix • Recommends content based on viewing history.
13.
Big Data in
Amazon • Personalized recommendations, demand forecasting.
14.
Big Data in
Walmart • Inventory management, demand predictions.
15.
Hadoop in Yahoo
& Facebook • Yahoo: Web data storage. Facebook: Managing user-generated content.
16.
Spark in Uber
& eBay • Uber: Real-time pricing. eBay: Fraud detection, price optimization.
17.
Challenges in Big
Data • Data quality, security, scalability, integration.
18.
Future of Big
Data • AI & ML, cloud storage, predictive analytics.
19.
Conclusion • Big Data
drives insights, decision-making, and innovation.
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