Software Training Institute in Chennai with 100% Placements – SLA Institute

Big data Course Syllabus

(1987)
Live Online & Classroom Training
duration
2-3 months
EMI
0% Interest
Mode
Live Online / Offline
Enroll in our Big Data Training in OMR to master the art of managing and analyzing vast amounts of data. Start with foundational concepts and advance to complex techniques for handling big data solutions. At SLA Institute, you'll gain hands-on experience through real-world projects, benefit from expert guidance, and receive dedicated job placement support. This course is crafted to kickstart your career in Big Data, providing you with the skills and opportunities needed for success in this growing field. Sign up today to gain the expertise and experience essential for excelling in Big Data!

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Course Syllabus

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  • Understanding the importance and evolution of Big Data
  • Big Data vs Traditional Data Processing
  • Key challenges in Big Data Storage and Processing
  • Real-world applications and use cases
  • Overview of Big Data Technologies & Frameworks
  • Introduction to Hadoop Architecture
  • Installation & configuration of Hadoop Cluster
  • Understanding HDFS and its components
  • File operations in HDFS
  • Hands-on practice with Hadoop CLI
  • Introduction to MapReduce framework
  • Writing MapReduce programs using Java & Python
  • Implementing data transformations with MapReduce
  • Debugging and optimizing MapReduce Jobs
  • Working with YARN (Yet Another Resource Negotiator)
  • Understanding Apache Spark Architecture
  • Spark Core and RDD (Resilient Distributed Datasets)
  • DataFrames & Spark SQL for data analysis
  • Spark Streaming for real-time data processing
  • Hands-on with PySpark and Scala programming
  • Introduction to NoSQL databases
  • Working with MongoDB, HBase, Cassandra
  • NoSQL vs SQL: Key Differences
  • Data Modeling and Indexing in NoSQL
  • Querying NoSQL databases using Hive and Impala
  • Understanding ETL (Extract, Transform, Load) processes
  • Data ingestion with Apache Sqoop & Apache Flume
  • Automating workflows using Apache Oozie & Airflow
  • Real-world ETL pipeline implementation
  • Introduction to Apache Kafka
  • Implementing real-time streaming with Apache Flink
  • Spark Streaming vs Flink vs Storm
  • Processing real-time IoT and Social Media data
  • Cloud computing fundamentals for Big Data
  • Working with AWS EMR, Azure HDInsight, and Google BigQuery
  • Deploying Hadoop and Spark on Cloud platforms
  • Data processing with Google Dataflow & AWS Glue
  • Introduction to Data Visualization for Big Data
  • Working with Tableau, Power BI, and Kibana
  • Creating interactive dashboards and reports
  • Generating insights from Big Data Analytics
  • Introduction to Machine Learning in Big Data
  • Implementing ML algorithms using Spark MLlib
  • Hands-on with predictive analytics & sentiment analysis
  • Real-world case studies in AI & Big Data
  • Security challenges in Big Data Architecture
  • Implementing Data Encryption & Access Control
  • Compliance with GDPR, HIPAA, and other regulations
  • Risk management & data privacy best practices
  • End-to-end Big Data project with real-world datasets
  • Designing Big Data pipelines
  • Implementing ETL, Data Storage, and Analytics solutions
  • Preparing for Big Data Certification exams
  • Mock interviews & career guidance

In conclusion, our Big Data Syllabus equips learners with the essential skills to master Big Data technologies and analytics. The course covers key topics such as Hadoop, Apache Spark, NoSQL Databases, Data Streaming, and Cloud-based Big Data Processing, offering hands-on experience through real-world projects and case studies. With a structured curriculum, students will gain proficiency in data ingestion, ETL processing, machine learning with Big Data, and real-time analytics. This Big Data Training is designed to prepare learners for careers in Big Data Engineering, Data Science, and Cloud Data Analytics. Start your journey today with SLA Institute and become an expert in Big Data Analytics and Processing!

Student Testimonials

Hi, I am Vivekanandan, a student from a commerce background. I joined this institute to transition my career from non-IT to IT. During my time here, I have gained a significant amount of technical knowledge, aptitude skills, and communication skills. I have completed a Python Full Stack Developer course, and the coaching provided was excellent and easy to understand. Thanks to all my tutors for their guidance and support throughout my learning journey.

Vivekanandan
Python Full Stack

I’ve completed Angular in SLA , gud infrastructure and facilities for students and Muthu sir did his best to train non IT students as well. I’ve placed through the placement drive in SLA. Placement cell counsellor was well focused and attention on every student as well. I really appreciate that.

Priya Anandhan
Angular

The best place to learn and gain your dreamed IT job. Teaching was very good and easy to understand. They also provide lifetime placement for the students. Totally, nice experience and knowledge I gained through this institution.

Swetha Ganesan
AWS

I had a fantastic experience at SLA Institute. I have completed a dotnet course at SLA institute. My trainer name was Muthu Karthikeyan sir he trained me in basic and advanced topics.Daily Task, weekend tasks and presentations, Tasks improve my technical skills .The aptitude , soft skill and communication classes are also helps me to improve my skills. Placement team did an exceptional job by providing lots of opportunities and now I got placed in a reputed company for good package .Thanks to placement officers Janani mam ,janoline mam and My counselor Kavipriya akka thanks for SLA

Ramkumar V.g
DOT NET

SLA Institute is an excellent place to kickstart your career and enhance your skill set. Under the mentorship of Vijay Venkat Sir, I learned web development, and the experience was invaluable. The institute provides a conducive learning environment, and the trainers are highly knowledgeable and supportive. I highly recommend SLA Institute to anyone looking to embark on a rewarding journey in the tech industry.

Silambarasan B
Web development

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