Individual & Professional Certifications

Certified Data Analyst Professional

Excel · Power BI · Tableau · Looker · MySQL

Newcomers to analytics · business & ops staff who need dashboards and reporting.

Certified Python Data Analyst Professional

Python · MySQL · EDA · visualization · preprocessing · deployment

Analysts ready to automate and scale their work with Python, beyond spreadsheets.

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.

Certified Data Scientist Professional

Python · MySQL · EDA · visualization · preprocessing · ML · deployment

Aspiring data scientists who want to build machine learning end-to-end.

CDSP Applied Professional Training Program

Post-CDSP applied phase · 4–5 real corporate Data Science projects · full pipeline (EDA → ML → deployment) · teamwork & client delivery

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.

Certified MLOps Engineer

MLOps lifecycle · Docker · API deploy · Kubernetes · CI/CD · MLflow · serving · monitoring

Engineers who operationalize, deploy, and monitor ML at scale (MLOps).

Deep Learning Masterclass

ANNs · CNNs · NLP · RNNs

Those with ML basics stepping into neural networks and deep learning.

Certified AI Engineer Professional

Full data science + deep learning (ANNs/CNNs/NLP/RNNs) + deployment

Engineers building full-stack, production AI systems.

Certified Generative AI Professional

Gen AI & LLM architectures · LangChain · agents · Ollama · RAG · multi-agent · Gradio

Practitioners building with LLMs and generative AI.

ToolKit.AI Masterclass

ChatGPT for build/debug · SQL optimization · scraping scripts

Practitioners mastering the modern AI tool stack for everyday work.

Recommendation Systems Masterclass

Collaborative filtering · matrix factorization · Keras · autoencoders · similarity

Engineers building recommendation systems for products and content.

Time Series Masterclass

ARIMA · exponential smoothing · ML forecasting · anomaly · multivariate

Analysts and scientists forecasting time-series and demand.

Classic CV Masterclass

OpenCV · image processing · detection/segmentation · YOLO · GANs · Siamese nets

Learners entering classic computer vision and image analysis.

Reinforcement Learning Masterclass

MDP · Q-learning · DQN · OpenAI Gym · CARLA · self-driving

Learners exploring reinforcement learning and decision agents.

Classic NLP Masterclass

Text cleaning · regex · TF-IDF · POS · NER · topic modeling · classification

Learners entering classic natural-language processing.

Certified RPA Practitioner

UiPath · variables/control flow · Excel/email/PDF/UI automation · Orchestrator · ReFramework

Automation practitioners building robotic process automation (RPA).

Certified n8n Workflow Automation Engineer

n8n triggers/nodes · email · forms & AI · CRM · JSON & APIs · deployment

Builders automating real workflows visually with n8n.

Certified Data Engineer Professional

Python · SQL · Pandas · MongoDB · Airflow · BigQuery · ETL · PubSub · Beam · Spark

Engineers building data pipelines, warehouses, and platforms.

Certified Big Data Professional

Linux · Hadoop/HDFS · Spark/SparkML/Streaming · Kafka · Hive · Sqoop · Cassandra

Engineers working with big-data platforms and distributed processing.

Certified Cloud Computing Engineer Professional

Cloud basics · IAM · compute/storage/networking · security · DevOps · IaC · multi-cloud

Engineers deploying and scaling systems on the cloud.

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.