Welcome to

Big Data Engineer Course

Atharv Upgrade is an innovative and user-friendly e-learning platform that revolutionizes the way people learn and upgrade their skills. Designed to cater to a wide range of learners, Atharv Upgrade offers a diverse selection of courses across various subjects and disciplines.

Discover job guarantee programs at Atharv Upgrade, ensuring career success with hands-on training and placement support in various industries.

About The Program:

Are you ready to embark on a transformative journey into the world of Big Data and secure a promising career in the realm of data analytics and technology? Our Big Data Job Guarantee Program is your gateway to success, offering a job guarantee and the skills needed to excel in this rapidly evolving field.

Why Choose Our Program? Big Data is a game-changing force in today's digital age, empowering organizations to extract valuable insights from massive volumes of data. Our comprehensive program equips you with the knowledge and hands-on experience necessary to become a proficient Big Data specialist. You'll explore the fundamentals of data processing, data warehousing, and data analytics.

Hands-On Learning: We believe in practical education. Our curriculum includes real-world Big Data projects and exercises, ensuring you gain the practical skills that employers value.

Job Guarantee: We're committed to your success, which is why we offer a job guarantee. If you don't secure a position in the Big Data field after program completion, we'll refund your tuition fees.

Join our Big Data Job Guarantee Program and set yourself on a path to a secure and prosperous career. With Big Data driving innovation and decision-making across industries, your expertise will be in high demand. Don't miss the opportunity to become a Big Data professional. Enroll now and start your journey toward a guaranteed career in data analytics and technology!

Atharv Upgrade

Our Features

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Live Projects

Work on Live Paid Projects, Earn While you Learn and Gain real life industrial experience during the course hence build a strong portfolio

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100% Placement

Unlock your future with our 100% Placement Guarantee Program – Your pathway to success is paved with certainty

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Complete Support

Resume building, interview workshops, mock sessions, and career guidance for personalised support in achieving success.

Course Highlights:
  • Big Data Fundamentals: Master the core concepts of big data, including data storage, processing, and analysis.

  • Hadoop Ecosystem: Dive into the Hadoop framework, learning tools like HDFS, MapReduce, and YARN for efficient data management.

  • Apache Spark: Explore in-memory data processing with Apache Spark, a powerful framework for real-time analytics and large-scale data processing.

  • Distributed Databases: Gain expertise in NoSQL databases like MongoDB and Cassandra, essential for managing unstructured and semi-structured data.

  • Data Streaming: Learn about real-time data streaming with technologies such as Apache Kafka, enabling you to work with live data feeds.

  • Data Warehousing: Understand the principles of data warehousing and data lakes, and use technologies like Amazon Redshift and Google BigQuery.

  • Machine Learning Integration: Discover how to integrate machine learning models into big data platforms for predictive analytics.

  • Cloud-Based Big Data: Explore big data solutions on cloud platforms like AWS, Azure, and Google Cloud, gaining scalability and flexibility.

  • Real-World Projects: Apply your skills to real-world big data projects, showcasing your abilities to prospective employers.

  • Job Guarantee Assurance: Upon program completion, access interviews with our network of partner companies actively seeking big data professionals.

Contents:

Module 1: Introduction to Big Data

  • Understanding Big Data concepts
  • Characteristics of Big Data
  • Challenges and opportunities in Big Data
  • History and evolution of Big Data

Module 2: Big Data Technologies and Ecosystem

  • Overview of Hadoop, Spark, and other Big Data frameworks
  • Components of the Hadoop ecosystem (HDFS, MapReduce, YARN)
  • Introduction to Apache Spark
  • Comparing Big Data storage and processing technologies

Module 3: Hadoop Distributed File System (HDFS)

  • HDFS architecture and data storage
  • Data replication and fault tolerance
  • File operations in HDFS
  • HDFS commands and administration

Module 4: MapReduce and Hadoop Programming

  • MapReduce concepts and programming model
  • Writing MapReduce jobs in Java
  • Developing and debugging MapReduce applications
  • MapReduce optimization techniques

Module 5: Data Ingestion and Extraction

  • Data ingestion methods (batch and real-time)
  • Working with structured and unstructured data
  • Extracting data from various sources (databases, logs, APIs)
  • Data cleansing and transformation

Module 6: Apache Spark Fundamentals

  • Introduction to Apache Spark
  • Spark architecture and components
  • Resilient Distributed Datasets (RDDs)
  • Spark transformations and actions

Module 7: Spark DataFrames and Structured Streaming

  • Working with Spark DataFrames and Datasets
  • Structured streaming for real-time data processing
  • Spark SQL and data manipulation
  • Writing Spark applications in Scala or Python

Module 8: Data Storage and NoSQL Databases

  • NoSQL databases (e.g., MongoDB, Cassandra)
  • Data modeling in NoSQL databases
  • Storing and retrieving data in NoSQL databases
  • Choosing the right NoSQL database for your use case

Module 9: Big Data Batch Processing

  • Designing batch processing workflows
  • Building ETL pipelines with Big Data tools
  • Data warehousing and data lakes
  • Batch processing optimization and performance tuning

Module 10: Real-time Data Processing with Kafka

  • Introduction to Apache Kafka
  • Publish-subscribe messaging model
  • Kafka producers and consumers
  • Building real-time data pipelines with Kafka

Module 11: Big Data Streaming and Processing

  • Streaming data sources and processing
  • Stream processing frameworks (e.g., Apache Flink)
  • Event time vs. processing time
  • Windowing and stateful processing

Module 12: Big Data Analytics and Machine Learning

  • Leveraging Big Data for analytics
  • Machine learning with Big Data (MLlib)
  • Building recommendation systems
  • Anomaly detection and predictive modeling

Module 13: Big Data Security and Privacy

  • Security challenges in Big Data
  • Authentication and authorization
  • Data encryption and privacy regulations
  • Implementing security measures in Big Data systems

Module 14: Big Data Governance and Compliance

  • Data governance principles
  • Compliance frameworks (e.g., GDPR, HIPAA)
  • Metadata management and cataloging
  • Data lineage and audit trails

Module 15: Cloud-Based Big Data Solutions

  • Big Data on the cloud (e.g., AWS, Azure, GCP)
  • Cloud-based Big Data storage and processing services
  • Scalability and cost optimization in the cloud
  • Hybrid and multi-cloud strategies

Module 16: Job Readiness and Interview Preparation

  • Resume building and job application strategies
  • Technical interview preparation
  • Behavioral interview coaching
  • Mock interviews and feedback

Module 17: Capstone Project

  • Real-world Big Data project development
  • Solving complex Big Data challenges
  • Project documentation and presentation

Module 18: Job Placement Assistance and Networking

  • Job search support and guidance
  • Connecting with potential employers
  • Job offer negotiation strategies
  • Building a professional network in Big Data

Module 19: Career Development and Advancement

  • Continuing education and certifications in Big Data
  • Staying updated with industry trends
  • Mentorship and professional growth opportunities
  • Advancing your career in Big Data

Module 20: Job Guarantee and Post-Placement Support

  • Job guarantee and placement support
  • Post-placement mentorship and guidance
  • Alumni network and ongoing support
  • Continuous career development resources

Conclusion

In conclusion, our Big Data job guarantee program offers a deep dive into the world of data at scale, from foundational concepts to advanced analytics. With a strong emphasis on practical skills, job placement support, and continuous career development, graduates are well-prepared to tackle the complexities of Big Data and excel in data-driven roles.

Student Satisfaction

Student Community
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Atharv Upgrade’s job guarantee exceeded my expectations. I’m now building a successful career, all thanks to their support.

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Atharv Upgrade’s job guarantee is remarkable. I’m employed in a renowned company, and I owe it to their program.

Pooja Desai
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Atharv Upgrade’s job guarantee is a game-changer. They prepare you for success, and I landed a great job.

Anuj Gupta
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Kudos to Atharv Upgrade for their job guarantee program! I secured a fantastic job right after completing my course.

Nidhi Kapoor
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Atharv Upgrade’s job guarantee is a golden ticket to success. The training is top-notch, and I’m now thriving in my career.

Rohit Choudhary
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12 k+
LEARNERS
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30 +
COURSES
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100 %
PLACEMENT RECORDS
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100 +
ELITE TRAINERS