Certification Framework
Two tracks, clear levels of mastery.
Every Epsilon certification maps to a level on one of two tracks — a Technical track for hands-on specialists, and a Business & Operations track for leaders — so learners always know where they stand and what comes next.
Technical track
For technical specialists — data, machine learning, engineering, and research.
- 01
Foundation of Professional
Role-ready professional certifications — the core career tracks in data, AI, automation, engineering, and cloud.
Programs: CDSP · CDAP · CPDAP · CAIEP · CRPAP · CNWAE · CDEP · CBDP · CCCEP · CVAED
- 02
Expert
Advanced depth and specialization on top of the professional foundation.
Programs: CBAAP · CDSE · CMOE · DLM · ToolKit.AI
- 03
Senior Expert
Cutting-edge command of generative and deep AI systems.
Programs: DLM · CGAIP
- 04
Master
Masterclass-level mastery of a single high-value domain.
Programs: RSM · TSM · CCVM · CNLPM
- 05
Fellow
Research-grade mastery at the frontier of applied AI.
Programs: RL Engineer
Business & Operations track
For business, operations, and leadership roles applying AI across the organization.
- 01
Business / Operations
Apply AI across your function — from marketing to finance — plus business-focused certifications.
Programs: AI for Business · AI for Marketing & Sales · AI for Educators & Trainers · AI for Automation · AI for HR & Management · AI for Finance & Operations · CALP · CABTL · CAWAE · CBDIM
- 02
Executive / Leaders
Set enterprise AI strategy and lead organization-wide transformation.
Programs: AI for Executives · CALP · CABTL · CAWAE
Fast-Track Bootcamps
Job-ready in weeks, not years.
Intensive, single-skill programs built around real datasets and a portfolio project — the fastest route from zero to hireable.
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Data Analysis
Excel, SQL & BI to dashboards.
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Data Science
Python, ML & prediction.
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Power BI
Modeling, DAX & reporting.
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Python
Programming for data & AI.
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SQL
Query, join & analyze data.
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LLM
Prompting, RAG & apps.
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Automation
RPA & no-code workflows.
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AI Agents
Multi-agent automation.
Browse programs
Twenty-one individual certifications and eleven corporate programs. Filter by role, path, or search by name.
Showing 22 of 22
- CDAP
Certified Data Analyst Professional
Excel · Power BI · Tableau · Looker · MySQL
Newcomers to analytics · business & ops staff who need dashboards and reporting.
View details → - CPDAP
Certified Python Data Analyst Professional
Python · MySQL · EDA · visualization · preprocessing · deployment
Analysts ready to automate and scale their work with Python, beyond spreadsheets.
View details → - CBAAP
Certified Business Analysis & Analytics Professional
Business strategy · KPI & ROI modeling · requirements/process analysis · decision-making · exec communication
Business analysts and product/strategy roles turning data into decisions.
View details → - CDSP
Certified Data Scientist Professional
Python · MySQL · EDA · visualization · preprocessing · ML · deployment
Aspiring data scientists who want to build machine learning end-to-end.
View details → - APTP
CDSP Applied Professional Training Program
Post-CDSP applied phase · 4–5 real corporate Data Science projects · full pipeline (EDA → ML → deployment) · teamwork & client delivery
View details → - CDSE
Certified Data Scientist Expert (Advanced)
Advanced Python & OOP · web scraping · big data & DASK · advanced ML & deployment
Working data scientists going advanced — big data, OOP, and deployment.
View details → - CMOE
Certified MLOps Engineer
MLOps lifecycle · Docker · API deploy · Kubernetes · CI/CD · MLflow · serving · monitoring
Engineers who operationalize, deploy, and monitor ML at scale (MLOps).
View details → - DLM
Deep Learning Masterclass
ANNs · CNNs · NLP · RNNs
Those with ML basics stepping into neural networks and deep learning.
View details → - CAIEP
Certified AI Engineer Professional
Full data science + deep learning (ANNs/CNNs/NLP/RNNs) + deployment
Engineers building full-stack, production AI systems.
View details → - CGAIP
Certified Generative AI Professional
Gen AI & LLM architectures · LangChain · agents · Ollama · RAG · multi-agent · Gradio
Practitioners building with LLMs and generative AI.
View details → - TKitM
ToolKit.AI Masterclass
ChatGPT for build/debug · SQL optimization · scraping scripts
Practitioners mastering the modern AI tool stack for everyday work.
View details → - RSM
Recommendation Systems Masterclass
Collaborative filtering · matrix factorization · Keras · autoencoders · similarity
Engineers building recommendation systems for products and content.
View details → - TSM
Time Series Masterclass
ARIMA · exponential smoothing · ML forecasting · anomaly · multivariate
Analysts and scientists forecasting time-series and demand.
View details → - CCVCM
Classic CV Masterclass
OpenCV · image processing · detection/segmentation · YOLO · GANs · Siamese nets
Learners entering classic computer vision and image analysis.
View details → - RLM
Reinforcement Learning Masterclass
MDP · Q-learning · DQN · OpenAI Gym · CARLA · self-driving
Learners exploring reinforcement learning and decision agents.
View details → - CNLPCM
Classic NLP Masterclass
Text cleaning · regex · TF-IDF · POS · NER · topic modeling · classification
Learners entering classic natural-language processing.
View details → - CRPAP
Certified RPA Practitioner
UiPath · variables/control flow · Excel/email/PDF/UI automation · Orchestrator · ReFramework
Automation practitioners building robotic process automation (RPA).
View details → - CNWAE
Certified n8n Workflow Automation Engineer
n8n triggers/nodes · email · forms & AI · CRM · JSON & APIs · deployment
Builders automating real workflows visually with n8n.
View details → - CDEP
Certified Data Engineer Professional
Python · SQL · Pandas · MongoDB · Airflow · BigQuery · ETL · PubSub · Beam · Spark
Engineers building data pipelines, warehouses, and platforms.
View details → - CBDP
Certified Big Data Professional
Linux · Hadoop/HDFS · Spark/SparkML/Streaming · Kafka · Hive · Sqoop · Cassandra
Engineers working with big-data platforms and distributed processing.
View details → - CCCEP
Certified Cloud Computing Engineer Professional
Cloud basics · IAM · compute/storage/networking · security · DevOps · IaC · multi-cloud
Engineers deploying and scaling systems on the cloud.
View details → - CVAED
Certified Vibe & AI Experience Developer
AI-assisted HTML/CSS/Tailwind · GSAP · JS · React · Framer Motion · P5.js · Supabase · ChatGPT APIs
Developers crafting AI-powered product experiences.
View details →
No programs match your filters.
Executive & Functional Workshops
- Corporate & Business
AI for Business
Managers, team leaders, cross-functional teams
View details → - Corporate & Business
AI for Executives
Chairmen, board, C-suite, directors, BU heads
View details → - Corporate & Business
AI for Marketing & Sales
Marketing, sales, growth, CX, BD teams
View details → - Corporate & Business
AI for Educators & Trainers
Trainers, L&D, instructors, instructional designers
View details → - Corporate & Business
AI for Automation
Ops, process, digital transformation, IT, power users
View details → - Corporate & Business
AI for HR & People Management
HR, talent, L&D, people ops, managers
View details → - Corporate & Business
AI for Finance & Operations
CFOs, finance, COOs, ops, analysts, procurement
View details →
Professional Certification Programs
- CALP
Certified AI Leadership Professional
AI Copilot · AI for Everyone
Business leaders, execs, innovation heads, tech-enabled managers
View details → - CABTL
Certified AI Business Transformation Leader
CEOs, COOs, CIOs, BU heads, transformation leaders
View details → - CAWAE
Certified AI Workflow Automation Engineer
Ops teams, automation engineers, process owners, AI-shifters
View details → - CBDIM
Certified Business Data Insights Manager
Analysts, managers, business professionals, insight teams
View details →
AI Programs by Sector
- Sector
AI for Construction & Infrastructure
Deliver projects on time and on budget with predictive, data-driven construction.
View details → - Sector
AI for Real Estate & Property Development
Price smarter, market better, and manage assets with predictive property intelligence.
View details → - Sector
AI for Manufacturing & Industrial Operations
Raise yield, cut downtime, and build the predictive, quality-first smart factory.
View details → - Sector
AI for Banking & Financial Services
Detect fraud, manage risk, and personalize finance with governed, explainable AI.
View details → - Sector
AI for Healthcare & Life Sciences
Support clinicians, optimize operations, and accelerate research with responsible AI.
View details → - Sector
AI for Oil, Gas & Energy
Optimize production, protect assets, and drive the energy transition with AI.
View details → - Sector
AI for Retail, E-Commerce & Consumer Goods
Personalize, forecast, and optimize the entire path from shelf to checkout.
View details →