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Big Data Analytics

Avanteia Course Details
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Big Data Analytics: Beginner

(1,230 reviews)
author
Created by
Avanteia

Total Enrolled

12,580

Last Update

15 September 2024

Introduction to Big Data Analytics: Beginner

Overview:

  • Understand data fundamentals, key tools like Excel & SQL, and explore data collection, cleaning, and visualization techniques.
  • Duration: 1 Month

Topics Covered:

  • Fundamentals of big data and its characteristics
  • Introduction to big data technologies (Hadoop, Spark)
  • Basic data storage and processing techniques
  • Overview of data ingestion and ETL processes
  • Simple data analysis and visualization

Syllabus

Module 1: Introduction to Big Data & Analytics
  • What is Big Data? 5 Vs (Volume, Velocity, Variety, Veracity, Value)
  • Big Data ecosystem & career scope
  • Traditional databases vs Big Data systems

LAB 1
  • Explore Kaggle datasets
  • Perform exploratory data analysis using Python (Pandas + Matplotlib)

Module 2: Data Collection & Ingestion
  • Data sources (logs, IoT, social media, sensors)
  • Batch vs Streaming data ingestion
  • ETL concepts (Extract, Transform, Load)

LAB 2
  • Use Python requests + APIs to collect data
  • Ingest streaming data using Kafka local setup

Module 3 : Hadoop Ecosystem Basics
  • HDFS (Hadoop Distributed File System)
  • MapReduce programming model
  • Hadoop ecosystem (Hive, Pig, HBase, Sqoop)

LAB 3
  • Install Hadoop single-node cluster (local VM or Docker)
  • Run HDFS file operations (upload, list, read, delete)
  • Execute a simple MapReduce word count job

Module 4 : Data Warehousing & Hive
  • Introduction to Hive & HQL (Hive Query Language)
  • Data warehousing concepts
  • Partitioning & Bucketing

LAB 4
  • Install Apache Hive
  • Run SQL queries on Hive tables (select, group by, join)


Learning Outcome

  • Understand core big data concepts, use basic big data technologies, manage data storage and processing, and perform introductory data analysis and visualization.

Reviews

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    Mansi Manjrekar

    Avanteia offers the best IT courses in Goa! I enrolled for Digital Marketing and my friend joined Web Development – both of us got hands-on training with real projects. Highly recommend for job-seekers and students!

  • image
    Tanraj Simones

    This is the only institute in Goa that truly focuses on career growth. Whether it's Cybersecurity, Blockchain or Digital Marketing, the trainers are super helpful and the learning is very practical.

  • image
    Barkelo Gaonkar

    Avanteia Courses are industry-ready and job-focused. I loved the practical sessions, internship support, and certifications. If you're in Goa and serious about IT skills, this is the place to join.

🛣️ Big Data Analytics Roadmap for Beginner Level

Begin your journey into Big Data by understanding its fundamentals, core technologies, and basic hands-on tools to process and analyze large datasets.

1
Step 1
📘

Big Data Analytics Beginner

Start your journey by learning the fundamentals of big data, data ingestion, Hadoop ecosystem, and data warehousing.

2
Step 2
📊

Big Data Analytics Level 01

Advance your skills with processing frameworks like Apache Pig, HBase, Spark, and gain knowledge of streaming analytics.

3
Step 3
🚀

Big Data Analytics Level 02

Master NoSQL databases, data visualization, big data on cloud, and end-to-end big data project execution.

4
Step 4
🧑‍💻

Internship

Work on live big data and analytics projects during a free 1-year internship to build hands-on experience.

1 Year
FREE
5
Step 5
📝

Mini Project

Apply your skills on guided mini projects to solve real-world big data challenges.

6 Months
6
Step 6
💼

Expected Jobs

Join the big data industry with roles such as Big Data Engineer, Data Analyst, Hadoop Developer, and Data Visualization Specialist.

Big Data Engineer
Data Analyst
Hadoop Developer
Data Visualization Specialist
🎯

🏆 Career Destinations

Entry-level (India)
₹4–9 LPA
Mid-level (India)
₹10–20 LPA
Senior-level (India)
₹22–40 LPA+
🌎 Global Roles
$55,000–$110,000