Data Science & Big Data Analytics
Instructor
Sujata Dawn
- Description
- Curriculum
- Reviews
This 40+ hour interactive online course provides comprehensive training in Data Science and Big Data Analytics. Learn data preprocessing, statistical analysis, machine learning, big data technologies, cloud analytics, and AI-driven solutions using industry-standard tools such as Python, R, SQL, Hadoop, Apache Spark, Kafka, Tableau, and Power BI. Gain practical experience through real-world datasets, predictive modeling, data visualization, streaming analytics, and an industry-focused capstone project, preparing you for careers in Data Science, Artificial Intelligence, Machine Learning, and Big Data Engineering.
Course Objectives
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Data Wrangling & Feature Engineering: Learn to clean, transform, and prepare datasets for predictive analytics and machine learning.
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Business Intelligence & Visualization: Create interactive dashboards and reports using Power BI, Tableau, Matplotlib, and Python visualization libraries.
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Big Data Technologies: Work with Hadoop, Apache Spark, Kafka, and distributed computing frameworks to process large-scale datasets.
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Machine Learning: Build predictive models using Scikit-learn, Python, and AI techniques for real-world business applications.
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Real-Time Data Processing: Analyze streaming data and build scalable analytics pipelines using Apache Kafka and Spark Streaming.
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Industry Projects: Develop complete end-to-end Data Science and Big Data solutions through practical projects and a capstone assignment.
Tools & Technologies Used
Top Job Roles
Data Scientist Machine Learning Engineer Data Engineer Big Data Engineer Data Architect BI Analyst NLP Engineer Computer Vision Engineer Cloud Data Engineer Quantitative Analyst
Top Recruiting Companies in India
Amazon India Fractal Analytics Mu Sigma Flipkart Wipro Cognizant HCL Technologies Accenture IBM Busigence Technologies DataTeams.ai ALP Consulting NLB Services
Career Prospects
📈 High Demand for Data Scientists
The demand for Data Scientists in India is expected to increase by nearly 300% between 2022 and 2030, making Data Science one of the country’s fastest-growing career domains.
The demand for Data Scientists in India is expected to increase by nearly 300% between 2022 and 2030, making Data Science one of the country’s fastest-growing career domains.
Source: NASSCOM
🚀 Rapid Market Growth
India’s Big Data market is projected to grow steadily, reaching approximately USD 3.38 Billion, driven by AI, analytics, cloud computing, and digital transformation initiatives.
India’s Big Data market is projected to grow steadily, reaching approximately USD 3.38 Billion, driven by AI, analytics, cloud computing, and digital transformation initiatives.
Source: MarketsandMarkets
💼 Global Technology Investments
Major technology companies continue investing heavily in India’s AI, cloud, and data infrastructure, creating thousands of new opportunities for Data Science and Big Data professionals.
Major technology companies continue investing heavily in India’s AI, cloud, and data infrastructure, creating thousands of new opportunities for Data Science and Big Data professionals.
Source: Wall Street Journal
Module 1: Introduction to Data Science & Big Data Analytics
Module 2: Data Wrangling & Feature Engineering
Module 3: Data Visualization & Business Intelligence
Module 4: Exploratory Data Analysis (EDA) & Statistical Analysis
Module 5: Machine Learning for Data Science
Module 6: Introduction to Big Data & Hadoop Ecosystem
Module 7: Real-Time Data Processing with Apache Spark & Kafka
Module 8: Cloud-Based Big Data Solutions
Module 9: Industry-Specific Applications of Data Science & Big Data
Module 10: AI-Driven Big Data Analytics & Future Trends
Module 11: Industry Expert Session
Module 11: Hackathon project
Certification Exam
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