Data Constellation
Data Analytics Training Programs

Course Constellation
Professional Pathways

Three specialized data science programs designed to transform professionals at every level. From fundamental concepts to advanced machine learning and enterprise business intelligence, discover your optimal pathway to data science mastery.

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Comprehensive Learning Methodology

Our three-tier approach ensures every professional finds their optimal entry point and progression path, regardless of background or career objectives in the data science field.

Progressive Skill Building

Each program builds systematically upon previous knowledge, ensuring solid foundations while progressing toward advanced professional competencies. No knowledge gaps, no overwhelming complexity.

Industry-Specific Application

Real-world projects using Sri Lankan business data ensure immediate professional relevance. Practice with actual industry scenarios from banking, telecommunications, and e-commerce sectors.

Continuous Career Support

Dedicated career services accompany each program, providing job placement assistance, interview preparation, and professional networking opportunities throughout your journey.

Specialized Program Tracks

Three distinct pathways designed to meet diverse career objectives and experience levels in the data science ecosystem.

Data Analytics Fundamentals Training
Foundational Level

Data Analytics Fundamentals

Perfect entry point for professionals transitioning into data-driven roles. This comprehensive 12-week program establishes strong foundations in statistical analysis, data manipulation, and visualization while building practical skills with industry-standard tools.

Core Technologies

  • • Excel Advanced Functions
  • • Python Data Manipulation
  • • SQL Database Queries
  • • Tableau Visualization

Learning Outcomes

  • • Statistical Analysis Skills
  • • Data Cleaning Techniques
  • • Business Reporting
  • • Dashboard Creation
85,000 LKR
12-week program
Explore Program

Advanced Analytics & Machine Learning

Intensive 16-week program for professionals ready to master predictive modeling and machine learning algorithms. Focus on advanced statistical methods and practical implementation using Python and R programming languages.

Advanced Technologies

  • • Python Machine Learning
  • • R Statistical Computing
  • • TensorFlow & Scikit-learn
  • • Advanced Algorithms

Specialization Areas

  • • Predictive Modeling
  • • Time Series Analysis
  • • Classification & Clustering
  • • Market Trend Analysis
125,000 LKR
16-week program
Explore Program
Advanced Analytics & Machine Learning Training
Advanced Level
Business Intelligence Specialist Training
Professional Level

Business Intelligence Specialist

Comprehensive 20-week professional program combining data warehousing, ETL processes, and enterprise BI tools. Includes real-world internship placement with Colombo-based corporations and Microsoft Power BI certification preparation.

Enterprise Tools

  • • Microsoft Power BI
  • • Tableau Enterprise
  • • Data Warehousing
  • • ETL Processes

Professional Benefits

  • • Corporate Internship
  • • Certification Prep
  • • KPI Development
  • • Dashboard Mastery
165,000 LKR
20-week program
Explore Program

Program Comparison Matrix

Compare features, duration, and career outcomes across all three programs to identify your optimal learning pathway.

Feature Fundamentals Advanced ML BI Specialist
Program Duration 12 weeks 16 weeks 20 weeks
Prerequisites None required Basic programming Analytics experience
Primary Tools Excel, Python, SQL Python, R, ML Libraries Power BI, Tableau
Project Count 4 projects 6 projects 8 projects
Career Support 6 months 12 months Lifetime + Internship
Average Salary Increase 120% 180% 250%
Investment 85,000 LKR 125,000 LKR 165,000 LKR

Decision Guidance Framework

Choose Fundamentals If:

  • New to data analysis
  • Need practical skills quickly
  • Focus on business reporting
  • Limited time availability

Choose Advanced ML If:

  • Programming experience exists
  • Interest in predictive modeling
  • Tech/research career goals
  • Advanced statistical analysis

Choose BI Specialist If:

  • Corporate environment focus
  • Leadership aspirations
  • Enterprise tool mastery
  • Maximum ROI seeking

Technical Standards & Protocols

Universal quality standards and safety protocols maintained across all programs to ensure consistent excellence and professional reliability.

Quality Assurance Standards

International Curriculum Alignment

All programs align with global data science education standards including ACM Data Science Curriculum Guidelines and IEEE Computer Society recommendations for professional development.

Continuous Assessment Framework

Multi-dimensional evaluation system combining practical projects, peer reviews, and industry mentor assessments to ensure comprehensive skill validation and development tracking.

Industry Validation Process

Quarterly review cycles with industry partners ensure curriculum relevance and graduate readiness for current market demands across all specialization areas.

Safety & Security Protocols

Data Security Compliance

Enterprise-grade security measures including encrypted data storage, secure access controls, and GDPR-compliant data handling procedures across all learning platforms and projects.

Inclusive Learning Environment

Comprehensive anti-harassment policies, mental health support resources, and accessibility accommodations ensure safe and supportive learning environments for all participants.

Ethical Data Science Practice

Integrated ethics training covering responsible AI development, bias detection, privacy protection, and transparent algorithmic decision-making across all program levels.

Professional Technology Stack

State-of-the-art equipment and industry-standard tools provide authentic professional experience throughout your learning journey.

Computing Infrastructure

  • High-performance workstations with 32GB RAM
  • GPU-accelerated computing clusters
  • Cloud computing platform access
  • 24/7 remote lab environment

Professional Software Suite

  • Python ecosystem (Pandas, NumPy, Scikit-learn)
  • R Studio with comprehensive packages
  • Tableau Desktop and Server licenses
  • Microsoft Power BI Premium

Database & Analytics Platforms

  • PostgreSQL and MySQL databases
  • Apache Spark for big data processing
  • Jupyter Notebook environments
  • AWS and Azure cloud platforms

Innovation & Research Facilities

Collaborative Learning Spaces

Modern classroom environments designed for interactive learning, team collaboration, and presentation practice. Features include interactive whiteboards, video conferencing capabilities, and flexible seating arrangements that support various learning styles.

  • Interactive display systems for data visualization
  • Breakout rooms for team project development

Industry Partnership Lab

Dedicated space for working on real-world projects with industry partners, equipped with secure network access and enterprise-grade tools that mirror professional data science environments found in leading Sri Lankan corporations.

  • Secure data processing environment
  • Enterprise software simulation environments

Integrated Learning Packages

Combination packages designed for comprehensive skill development, offering significant cost savings and accelerated career advancement through integrated curriculum pathways.

Foundation to Advanced Package

Save 25,000 LKR

Complete journey from beginner to machine learning specialist. Combines Fundamentals and Advanced Analytics programs with seamless progression and integrated projects.

Fundamentals Program 85,000 LKR
Advanced Analytics Program 125,000 LKR
Package Total 185,000 LKR
28 weeks total duration

Package Benefits:

  • Integrated project progression
  • Extended mentorship support
  • Priority internship placement

Complete Mastery Package

Save 45,000 LKR

Comprehensive three-program sequence covering the entire data science spectrum from fundamentals to enterprise business intelligence specialization.

All Three Programs 375,000 LKR
Package Total 330,000 LKR
48 weeks total duration

Ultimate Benefits:

  • Complete skill stack mastery
  • Lifetime career support
  • Guaranteed corporate internship
  • Professional certification prep

Custom Enterprise Training Solutions

Corporate Team Training

Customized training programs designed for organizations looking to upskill entire teams or departments. Tailored curriculum focusing on specific industry requirements and company data infrastructure.

  • On-site training options available
  • Flexible scheduling for working professionals
  • Group discounts for 5+ participants

Executive Data Literacy

Specialized programs for senior management and decision-makers, focusing on data-driven leadership, strategic analytics interpretation, and organizational data culture development.

  • Executive-level curriculum design
  • Strategic decision-making focus
  • Condensed intensive format

Comprehensive Program FAQ

Detailed answers to help you choose the right program and understand what to expect from your data science education journey.

Program Selection & Prerequisites

How do I choose between the three programs?

Program selection depends on your current experience level, career goals, and time availability. The Fundamentals program is ideal for complete beginners or professionals from non-technical backgrounds who want to transition into data roles.

Advanced Analytics suits those with basic programming knowledge who want to specialize in machine learning and predictive modeling. The Business Intelligence Specialist program is designed for professionals seeking leadership roles in corporate data environments with enterprise tool expertise.

Can I start with Advanced Analytics without taking Fundamentals?

Yes, if you have demonstrable programming experience and statistical knowledge. We conduct a skills assessment interview to ensure you have the prerequisite knowledge including basic Python programming, SQL database operations, and fundamental statistical concepts. This ensures you can succeed in the more intensive advanced curriculum without knowledge gaps.

Learning Process & Timeline

What does a typical week look like in each program?

All programs follow a structured weekly format: three 3-hour sessions combining theoretical instruction with hands-on practice. Sessions are scheduled for Tuesday, Thursday, and Saturday to accommodate working professionals.

Additionally, you'll spend approximately 5-8 hours per week on independent project work, reading assignments, and practice exercises. Evening and weekend office hours provide additional support when needed.

Are there options for part-time or evening classes?

Yes, we offer flexible scheduling options including evening sessions (6:00 PM - 9:00 PM) and weekend intensives. Part-time tracks extend program duration by approximately 50% but maintain the same comprehensive curriculum and project requirements. This flexibility ensures working professionals can pursue data science education without career interruption.

Investment & Financial Options

What payment options are available for course fees?

We offer multiple payment options including full upfront payment with 10% discount, monthly installments throughout program duration, and deferred payment plans for qualified candidates.

Corporate sponsorship programs are available for employer-funded training. We also maintain partnerships with local banks for education loans with favorable interest rates specifically for professional development programs.

Are there scholarships or financial assistance programs?

Merit-based scholarships covering up to 30% of program fees are available for exceptional candidates demonstrating strong academic background or relevant work experience. Women in STEM scholarships and need-based financial assistance programs are also available. Additionally, we offer work-study opportunities where students can reduce costs through teaching assistance or research project participation.

Career Support & Job Placement

What kind of career support is provided after graduation?

Comprehensive career support includes resume optimization, portfolio development, interview preparation with mock technical interviews, and direct introductions to hiring managers at partner companies.

We maintain active relationships with over 50 organizations across banking, telecommunications, e-commerce, and technology sectors. Career support duration varies by program: 6 months for Fundamentals, 12 months for Advanced Analytics, and lifetime support for Business Intelligence Specialist graduates.

What is the typical salary range for graduates in different programs?

Entry-level positions for Fundamentals graduates typically range from LKR 80,000-120,000 monthly. Advanced Analytics graduates command LKR 150,000-220,000 for machine learning and data scientist roles. Business Intelligence Specialist graduates often secure senior analyst or management positions ranging from LKR 200,000-350,000 monthly. These figures reflect current market conditions as of January 2025 and vary based on industry, company size, and individual experience.

Launch Your Data Career

Choose your optimal pathway to data science mastery. Our expert team is ready to guide you through program selection and enrollment to ensure your success in Sri Lanka's growing data economy.

Start Your Journey See Our Advantages
Three Specialized Career Tracks
Industry-Recognized Certifications
Comprehensive Career Support