Compare
Compare programs
Every certification side by side — duration, tools, and where it takes you. All programs end in an internationally accredited, QR-verifiable certificate.
| Program | Duration | Tools & topics | Certificate | Details |
|---|---|---|---|---|
| CDAP Certified Data Analyst Professional | 120hrs | Excel · Power BI · Tableau · Looker · MySQL | Accredited · QR-verified | View |
| CPDAP Certified Python Data Analyst Professional | 84hrs | Python · MySQL · EDA · visualization · preprocessing · deployment | Accredited · QR-verified | View |
| CBAAP Certified Business Analysis & Analytics Professional | 40hrs | Business strategy · KPI & ROI modeling · requirements/process analysis · decision-making · exec communication | Accredited · QR-verified | View |
| CDSP Certified Data Scientist Professional | 180hrs | Python · MySQL · EDA · visualization · preprocessing · ML · deployment | Accredited · QR-verified | View |
| APTP CDSP Applied Professional Training Program | 2 months | Post-CDSP applied phase · 4–5 real corporate Data Science projects · full pipeline (EDA → ML → deployment) · teamwork & client delivery | Accredited · QR-verified | View |
| CDSE Certified Data Scientist Expert (Advanced) | 88hrs | Advanced Python & OOP · web scraping · big data & DASK · advanced ML & deployment | Accredited · QR-verified | View |
| CMOE Certified MLOps Engineer | 40hrs | MLOps lifecycle · Docker · API deploy · Kubernetes · CI/CD · MLflow · serving · monitoring | Accredited · QR-verified | View |
| DLM Deep Learning Masterclass | 40hrs | ANNs · CNNs · NLP · RNNs | Accredited · QR-verified | View |
| CAIEP Certified AI Engineer Professional | 148hrs | Full data science + deep learning (ANNs/CNNs/NLP/RNNs) + deployment | Accredited · QR-verified | View |
| CGAIP Certified Generative AI Professional | 76hrs | Gen AI & LLM architectures · LangChain · agents · Ollama · RAG · multi-agent · Gradio | Accredited · QR-verified | View |
| TKitM ToolKit.AI Masterclass | 12hrs | ChatGPT for build/debug · SQL optimization · scraping scripts | Accredited · QR-verified | View |
| RSM Recommendation Systems Masterclass | 28hrs | Collaborative filtering · matrix factorization · Keras · autoencoders · similarity | Accredited · QR-verified | View |
| TSM Time Series Masterclass | 24hrs | ARIMA · exponential smoothing · ML forecasting · anomaly · multivariate | Accredited · QR-verified | View |
| CCVCM Classic CV Masterclass | 40hrs | OpenCV · image processing · detection/segmentation · YOLO · GANs · Siamese nets | Accredited · QR-verified | View |
| RLM Reinforcement Learning Masterclass | 24hrs | MDP · Q-learning · DQN · OpenAI Gym · CARLA · self-driving | Accredited · QR-verified | View |
| CNLPCM Classic NLP Masterclass | 20hrs | Text cleaning · regex · TF-IDF · POS · NER · topic modeling · classification | Accredited · QR-verified | View |
| CRPAP Certified RPA Practitioner | 30hrs | UiPath · variables/control flow · Excel/email/PDF/UI automation · Orchestrator · ReFramework | Accredited · QR-verified | View |
| CNWAE Certified n8n Workflow Automation Engineer | 32hrs | n8n triggers/nodes · email · forms & AI · CRM · JSON & APIs · deployment | Accredited · QR-verified | View |
| CDEP Certified Data Engineer Professional | 120hrs | Python · SQL · Pandas · MongoDB · Airflow · BigQuery · ETL · PubSub · Beam · Spark | Accredited · QR-verified | View |
| CBDP Certified Big Data Professional | 120hrs | Linux · Hadoop/HDFS · Spark/SparkML/Streaming · Kafka · Hive · Sqoop · Cassandra | Accredited · QR-verified | View |
| CCCEP Certified Cloud Computing Engineer Professional | 80hrs | Cloud basics · IAM · compute/storage/networking · security · DevOps · IaC · multi-cloud | Accredited · QR-verified | View |
| CVAED Certified Vibe & AI Experience Developer | 32hrs | AI-assisted HTML/CSS/Tailwind · GSAP · JS · React · Framer Motion · P5.js · Supabase · ChatGPT APIs | Accredited · QR-verified | View |