Data Engineering
Micro Credentials Overview: Data Engineering Essentials
This workshop dives into the fundamentals of data engineering, focusing on building efficient data pipelines, managing large datasets, and optimizing workflows for analytics and machine learning. With an emphasis on practical applications and hands-on learning, participants will gain insights into the core tools, techniques, and principles of modern data engineering.
Curriculum by Industry Expert
Mentors are Tech leads
80% Hand on Workshop
Skill Level Beginner to Advance
Certification of Completion
Tools you master
What will you learn
Basics of Data Engineering
- Introduction to data engineering and its role in the data lifecycle.
- Understanding ETL/ELT processes and their significance.
- Overview of data storage solutions: relational databases, NoSQL systems, and cloud platforms.
Types of Data Pipelines
- Batch Processing Pipelines: Handling large datasets periodically.
- Real-Time Pipelines: Managing continuous streams of data.
- Hybrid Pipelines: Combining real-time and batch processing for flexible workflows.
Writing Efficient Data Workflows
- Best practices for designing scalable and maintainable pipelines.
- Optimizing data ingestion, transformation, and storage.
- Implementing data validation to ensure accuracy and consistency.
Advanced Techniques in Data Engineering
- Performance optimization: Parallel processing and indexing.
- Orchestrating workflows with tools like Apache Airflow or Prefect.
- Leveraging cloud services for scalable data processing (e.g., AWS, Azure, GCP).
Hands-On Exercises
- Building a basic ETL pipeline using Python and SQL.
- Creating data transformation scripts for cleaning and aggregation.
- Querying and visualizing data from a warehouse or lake.
Applications Across Domains
- E-commerce: Building real-time recommendation systems and sales dashboards.
- Finance: Implementing fraud detection and risk analysis pipelines.
- Technology: Managing log data for system monitoring and anomaly detection.
Whom will you learn from ?
Sivaram is an AI Solution Architect with expertise in AI technologies like Generative AI, Computer Vision, and Machine Learning.
Vikas Patel, an IITian, is a Machine Learning Scientist at Nykaa with extensive experience in insurance, healthcare, finance, and e-commerce.
Sagnik Pal is a seasoned expert in leveraging AI and cutting-edge technologies to drive transformative business outcomes.
Senior Data Scientist at PwC, Data & Analytics and Engineering Specialist
As the Head of Technology at Blue Data, I help enterprises accelerate their data and AI transformation strategy.
As a Lead Data Scientist with 11 years of IT experience, I have conducted over 60 training sessions in Generative AI, ML/AI, and AWS.
Mohit is an AI/ML and Data enthusiast, and has been working with data, analysis, AI, and strategy & insights for 12+ years.
Project Associate in MathWorks GNSS Project | AI & Machine Learning | Data & Video Analytics | Generative AI & NLP for Business Solutions.
Co-Founder &CEO - CognisysAI Pvt. Ltd. || CTO - Incline Inventions Pvt. Ltd.
Senior Data Scientist with a wealth of experience in the fields of Computer Vision(CV), Natural Language Processing (NLP) & structured data analysis.
Improve Your Personal / Professional Growth With Our GenAI Courses
Your Data Engineering
Certificate is Awaiting
Industry-recognized certification
Our certification in Data Engineering demonstrates your expertise in managing, processing, and optimizing data pipelines. It’s the key to unlocking advanced career opportunities in data-driven roles across industries.
Effortless Sharing of Your Achievement
Showcase your certification with ease! Share it on LinkedIn, your portfolio, or directly with employers to demonstrate your readiness for AI-driven roles in the workforce.
Boost Your Professional Productivity
Master advanced data engineering to streamline complex workflows, solve real-world problems, and enhance decision-making. Empower yourself to drive innovation and impact across AI-driven roles.
FAQ's
A Micro Credentials course is an online training session where participants can join from anywhere via the internet. It provides interactive sessions, presentations, and discussions in a virtual environment.
After registering, you will receive an email with a link and instructions to access the Micro Credentials course. You’ll need a stable internet connection, a device (laptop or smartphone), and possibly a headset for the best experience.
Yes, participants who complete the Micro Credentials course and meet any specified criteria will receive a certificate of participation.
Absolutely! Our Micro Credentials courses are interactive, allowing participants to ask questions and participate in discussions through chat or video/audio during designated Q&A sessions.
If you miss the live session, a recording of the Micro Credentials course will be available for a limited time. You can access it through your account on our website.