Individual & Professional Certifications
Twenty-one role-based, project-based certifications — take them in any order.
- CDAP
Certified Data Analyst Professional
Excel · Power BI · Tableau · Looker · MySQL
View details → - CPDAP
Certified Python Data Analyst Professional
Python · MySQL · EDA · visualization · preprocessing · deployment
View details → - CBAAP
Certified Business Analysis & Analytics Professional
Business strategy · KPI & ROI modeling · requirements/process analysis · decision-making · exec communication
View details → - CDSP
Certified Data Scientist Professional
Python · MySQL · EDA · visualization · preprocessing · ML · deployment
View details → - CDSE
Certified Data Scientist Expert (Advanced)
Advanced Python & OOP · web scraping · big data & DASK · advanced ML & deployment
View details → - CMOE
Certified MLOps Engineer
MLOps lifecycle · Docker · API deploy · Kubernetes · CI/CD · MLflow · serving · monitoring
View details → - DLM
Deep Learning Masterclass
ANNs · CNNs · NLP · RNNs
View details → - CAIEP
Certified AI Engineer Professional
Full data science + deep learning (ANNs/CNNs/NLP/RNNs) + deployment
View details → - CGAIP
Certified Generative AI Professional
Gen AI & LLM architectures · LangChain · agents · Ollama · RAG · multi-agent · Gradio
View details → - TKitM
ToolKit.AI Masterclass
ChatGPT for build/debug · SQL optimization · scraping scripts
View details → - RSM
Recommendation Systems Masterclass
Collaborative filtering · matrix factorization · Keras · autoencoders · similarity
View details → - TSM
Time Series Masterclass
ARIMA · exponential smoothing · ML forecasting · anomaly · multivariate
View details → - CCVCM
Classic CV Masterclass
OpenCV · image processing · detection/segmentation · YOLO · GANs · Siamese nets
View details → - RLM
Reinforcement Learning Masterclass
MDP · Q-learning · DQN · OpenAI Gym · CARLA · self-driving
View details → - CNLPCM
Classic NLP Masterclass
Text cleaning · regex · TF-IDF · POS · NER · topic modeling · classification
View details → - CRPAP
Certified RPA Practitioner
UiPath · variables/control flow · Excel/email/PDF/UI automation · Orchestrator · ReFramework
View details → - CNWAE
Certified n8n Workflow Automation Engineer
n8n triggers/nodes · email · forms & AI · CRM · JSON & APIs · deployment
View details → - CDEP
Certified Data Engineer Professional
Python · SQL · Pandas · MongoDB · Airflow · BigQuery · ETL · PubSub · Beam · Spark
View details → - CBDP
Certified Big Data Professional
Linux · Hadoop/HDFS · Spark/SparkML/Streaming · Kafka · Hive · Sqoop · Cassandra
View details → - CCCEP
Certified Cloud Computing Engineer Professional
Cloud basics · IAM · compute/storage/networking · security · DevOps · IaC · multi-cloud
View details → - CVAED
Certified Vibe & AI Experience Developer
AI-assisted HTML/CSS/Tailwind · GSAP · JS · React · Framer Motion · P5.js · Supabase · ChatGPT APIs
View details →