Start from Scratch, Grow to Expert
No big data experience? No problem. You’ll begin with distributed computing concepts and master Spark architecture.
Master the Engine Powering Big Data
The most beginner-friendly Spark course with real-world industry needs- Know the foundations of distributed computing and big data systems
- Learn to process massive datasets using PySpark, Spark SQL, and more
- Work hands-on with datasets in healthcare, finance, and e-commerce
Analyze, Earn and Scale with Confidence
- Build a portfolio that hiring managers respect
- Get personalized mentorship, virtual internship, and career coaching
- Interview prep, job mapping, and resume optimization included
- Get job-ready with virtual internships and placement support.
Step into the World of Big Data Careers
- Demand for big data talent is rising fast. Companies are hiring for Spark skills across the board and we’ll help you get hired!.
Next Cohort
January 15, 2026
Duration
8 Weeks
Format
Live, Online
Next Cohort
January 15, 2026
Duration
8 Weeks
Format
Live, Online
Why This Is the Most Effective Big Data Fundamentals with Apache Spark Course
The future is big and it's data. This course gives you the essential big data foundation to launch a high growth tech career.
Key Features
No prior big data experience needed, it’s designed for beginners, aspiring data engineers, and analysts
Hands-on learning using Apache Spark, Hadoop, PySpark, and key big data ecosystem tools
Real-world projects: building data pipelines, streaming analytics, ETL processes, and more
Globally recognized certification that proves your expertise in big data fundamentals and Spark
No prior big data experience needed, it’s designed for beginners, aspiring data engineers, and analysts
Hands-on learning using Apache Spark, Hadoop, PySpark, and key big data ecosystem tools
Real-world projects: building data pipelines, streaming analytics, ETL processes, and more
Globally recognized certification that proves your expertise in big data fundamentals and Spark
Career-focused curriculum with resume, portfolio, and LinkedIn optimization for big data roles
Live instructor-led sessions + on-demand lessons to learn at your pace
Dedicated Spark Lab Workspace for continuous practice and capstone projects
1-on-1 mentorship, weekly Q&A sessions, and expert code reviews
Tools aligned with roles like Big Data Engineer, Data Analyst, Data Engineer, and Spark Developer
Engaged peer community for collaboration, support, and accountability
Mock interviews, job readiness programs, and personalized career guidance
Virtual internship and job assistance through our Placement Assistance Team (PAT)
Why is Big Data with Apache Spark One of the Most In-Demand Careers Right Now
Enterprise-Scale Demand
Every large organization needs big data engineers to manage petabytes of data flowing daily.
Premium Engineering Role
Big data engineers are among the highest-paid data professionals, earning $130,000-$200,000+.
Spark Dominance
Apache Spark is the industry standard for big data processing, used by Netflix, Uber, and Fortune 500s.
Future-Proof Infrastructure
Data volumes are growing exponentially, ensuring long-term demand for big data expertise.
What You'll Learn and Get in this Job-Ready Big Data with Apache Spark Course
Robust Big Data Curriculum
Learn Apache Spark, Spark SQL, PySpark, DataFrames, and Distributed Processing techniques.
Join Live Weekly Classes
Learn from top instructors in real-time, with live demos, cluster management walkthroughs, and Q&A sessions to deepen your understanding.
Build Real-World Projects
You’ll complete 3–5 portfolio worthy projects such as log analysis, real-time data streaming pipelines, and large-scale ETL jobs.
Who should enrol in this Big Data with Apache Spark course
Beginners
Understand how to handle data that doesn't fit on a single computer.
Data Engineers
Master the industry-standard tool for large-scale data processing.
Data Scientists
Scale your models and analyses to production-level datasets.
Freelancers
Help companies optimize their data processing and reduce cloud costs.
Architects
Design efficient distributed systems for data-intensive applications.
Students
Learn the high-value skills required by big tech companies.
Understand how to handle data that doesn't fit on a single computer.
Big Data with Apache Spark Syllabus
Learning Path
Big Data with Apache Spark Skills You'll Master
Technical Skills
Apache Spark Architecture
Distributed Data Processing
Spark SQL & DataFrames
Professional & Career Skills
Big Data System Thinking
Scalable Solution Design
Technical Skills
Apache Spark Architecture
Distributed Data Processing
Spark SQL & DataFrames
Professional & Career Skills
Big Data System Thinking
Scalable Solution Design
Big Data with Apache Spark Tools You'll Use And Master
Technical Skills
An Immersive Learning Experience With Ayonaire
Peer-To-Peer Engagement
Connect with fellow learners via our community channels. Exchange ideas and build lasting relationships, just like a real classroom, but better.
Flexi Learn
Missed a session? No worries. Access on-demand class recordings anytime, so you never lose your rhythm and always stay in sync with your peers.
Mentoring Sessions
Get personalized guidance from top mentors. Whether you need project support, doubt-clearing, or career advice, we’ve got your back with expert-led mentoring.
Learning Support
Our dedicated support team ensures your learning journey is smooth. Stuck somewhere? Need direction? We’re just a message away, always.
Real-World Industry Projects That Prepare You for the Job
Apply everything you learn through hands-on projects built from real-world scenarios across top industries.
Project 1: Spark Data Processing
Process large datasets using Spark.
Project 2: Distributed ETL Pipeline
Build ETL pipelines with Spark.
Project 3: Spark SQL Analytics
Analyze data using Spark SQL.
Project 4: Scalable Big Data System
Design a scalable big data solution.
Top Companies Hiring Big Data Engineers
Choose Your Learning Format
We understand that every learner is unique. That's why we offer two flexible formats to guide you with a clear path to global opportunities.
Live Instructor-Led Classes (Virtual)
Perfect if you prefer structured guidance, accountability, and real-time support.
You'll Get:
Weekly live classes with hands-on coding and project sessions
Real-time feedback and mentor access
Peer learning and project-based collaboration
Structured assignments and performance tracking
A strong community to keep you motivated
Self-Paced Learning
Ideal for professionals balancing work or students who learn independently.
You'll Get:
24/7 access to the complete course on our learning platform
Downloadable code, templates, and walkthroughs
Practical tasks that simulate real-world AI challenges
Support via community groups and periodic check-ins
Certificate of completion once you finish all milestones
Demand for Big Data Engineers is Increasing, Enroll to Transform Your Career
Demand for Big Data Engineers is Increasing, Enroll to Transform Your Career
Demand for Big Data Engineers is Increasing, Enroll to Transform Your Career
Demand for Big Data Engineers is Increasing, Enroll to Transform Your Career
Your Career Path After Completing This Big Data with Apache Spark Course
By the end of this course, you'll have job-ready skills that prepare you for multiple real-world Data roles.
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We Don't Just Teach You Data. We Help You Get Hired.
Our Big Data with Apache Spark Course Comes With Built-In Career Support To Help You Move From Learner To In-Demand Professional. Here's How We Do It.
Big Data Portfolio
Showcase projects handling massive datasets using Spark and cloud clusters.
Ace Distributed Systems Interviews
Explain Spark architecture, RDDs, and optimization techniques confidently.
Write about Big Data
Share insights on handling scale and performance tuning for large datasets.
Big Data Resume
Highlight your experience with Spark, Scala/Python, and cloud platforms.
Target Enterprise Giants
Apply to Fortune 500 companies and tech giants dealing with petabyte-scale data.
Network in Big Data
Connect with engineers working on the world's largest data problems.
Join The Global Big Data with Apache Spark Industry
From Billion-Dollar Startups To Government-Backed Innovation Hubs, Demand For Skilled Big Data Engineers Is Skyrocketing.
Big Data with Apache Spark Job Outlook & Industry Stats
Big Data Boom
Data volumes doubling every 2 years
Source:IDC Digital Universe
Standard Tool
Spark is the de facto engine for big data processing
Source:Databricks
High Value
Spark skills command a 20% salary premium
Source:O'Reilly Salary Survey
Scale
Critical for streaming and petabyte-scale data.
Source:McKinsey Global AI Report
$130k – $200k
Top salaries for Big Data Engineers
Source:Glassdoor, Levels.fyi
Global Big Data with Apache Spark Salary Insights
Location
Avg. Monthly Salary
United States
$9,500 - $16,500
United Kingdom
$6,500 - $10,500
Europe
$5,500 - $9,500
Remote Roles
$3,000 - $8,000
Source: Glassdoor, Levels.Fyi, PayScale, LinkedIn Jobs (2024)
Get Certified As A Big Data Engineer
After Completing Your Training And Projects, You'll Earn:
Big Data with Apache Spark Certificate (PDF & Badge)A Portfolio Of 3—5 ProjectsReadiness Approval For Internships, Freelance, Or Job SearchHear From Our Students
Our graduates are building careers, one skill at a time. Here's what they have to say about learning with Ayonaire.
456+
Customers Have GivenRating For Support
Average Rating 4/5
Simeon A.
@Simeon A.
Port Harcourt
“Before joining Ayonaire, I had never written a line of Python. Now I've built dashboards, written SQL queries, and landed my first freelance data analytics gig.”
Esther K.
@Esther K.
Nairobi
“This course didn't just teach me tools—it taught me how to think like a data professional. The live projects and career support were game changers.”
Chinedu M.
@Chinedu M.
Enugu
“I was skeptical about online learning, but this program felt like a real classroom. I got feedback, community, and results.”
Rebecca T.
@Rebecca T.
Accra
“Ayonaire helped me connect the dots—from data cleaning to storytelling. The instructors really cared, and the mentorship was top-notch.”
Michael O.
@Michael O.
Abuja
“The job prep module was exactly what I needed. My resume got shortlisted within two weeks of finishing the course, and I just landed a remote role!”
Fatima Z.
@Fatima Z.
Dakar
“The portfolio I built here gave me the confidence to start pitching clients. I'm now consulting for a fintech company—and it all started with Ayonaire.”
Blessing E.
@Blessing E.
Lagos
“I had tried other courses before, but Ayonaire gave me structure, mentorship, and a real sense of direction. It's the first time I felt seen and supported in my tech journey.”
Tunde A.
@Tunde A.
Kigali
“The certification helped me stand out, but it was the portfolio and project work that got me hired. Ayonaire's model really works if you follow through.”
Data Is The Future. So Are You.
Join The Next Generation Of Data Engineers Reshaping Industries. Get Trained. Get Hired.
How To Apply To The Big Data with Apache Spark Course
Getting Started On Your Data Journey With Ayonaire Is Easy, Clear, And Fully Online. Here's How To Begin.
1
Fill Out the Application Form
Select your preferred learning track (Live Virtual Classes or Self-Paced), share your details, and tell us your career goals so we can guide your journey from day one.
2
Choose a Payment Option That Works for You
You can pay in full or choose a flexible installment plan. We offer multiple secure payment methods to make enrollment seamless and accessible.
3
Get Onboarded and Meet Your Mentor
Once payment is confirmed, you’ll receive instant access to your learning portal, community group, onboarding materials, and your instructor’s welcome kit.
4
Begin Your Learning Journey
Start your training with live Zoom classes or self-paced content (coming soon). Engage in weekly sessions, hands-on projects, and mentorship as you build your skills.
1
Fill Out the Application Form
Select your preferred learning track (Live Virtual Classes or Self-Paced), share your details, and tell us your career goals so we can guide your journey from day one.
2
Choose a Payment Option That Works for You
You can pay in full or choose a flexible installment plan. We offer multiple secure payment methods to make enrollment seamless and accessible.
3
Get Onboarded and Meet Your Mentor
Once payment is confirmed, you’ll receive instant access to your learning portal, community group, onboarding materials, and your instructor’s welcome kit.
4
Begin Your Learning Journey
Start your training with live Zoom classes or self-paced content (coming soon). Engage in weekly sessions, hands-on projects, and mentorship as you build your skills.
Download Course Brochure
Download Our Full Brochure With Curriculum, Tools, And Mentorship Details.
Cost Of Admission
Get Full Access To All Training, Mentorship, Templates, Resources, And Certification.
Apply Now
Program Benefits
Live masterclass by Microsoft expertsAccess to the Microsoft Learn platform for certificationDevelop industry-ready skills in AI and machine learningReal-world projects with Microsoft’s cutting-edge toolsDedicated support for career growthUpcoming Big Data with Apache Spark Online Classes
Big Data Engineer
Type: Online
Date: January 1st
05:00PM - 7:00PM (WAT)
Type: NGN 1,46646
Ngn 1,236,678
*Valid Till January 15
Big Data Engineer
Type: Online
Date: January 1st
05:00PM - 7:00PM (WAT)
Type: NGN 1,46646
Ngn 1,236,678
*Valid Till January 15
Big Data Engineer
Type: Online
Date: January 1st
10:00AM - 12:00PM (WAT)
Type: NGN 1,46646
Ngn 1,236,678
*Valid Till January 15
Big Data Engineer
Type: Online
Date: January 1st
10:00AM - 12:00PM (WAT)
Type: NGN 1,46646
Ngn 1,236,678
*Valid Till January 15
Program Cohorts
Big Data with Apache Spark January 2026, Cohort 4th
1
Program Induction
3Dec.2026
20:00 PST
2
Regular Classes
6 Dec.2026 - 2 Ayg.2026
20:00 - 00:00 PST
Weekend
SaSu
Date
Time
Batch Type
1
Program Induction3Dec.2026
20:00 PST
2
Regular Classes6 Dec.2026 - 2 Ayg.2026
20:00 - 00:00 PST
Weekend
SaSu