Applications of Data Science, Big Data & Analytics, Data Visualization & Data Storytelling, MLOps (Machine Learning Operations), Data Engineering & Data Pipelines, Cloud Data Platforms & Serverless Analytics, Vector Databases & Retrieval Augmented Generation (RAG).
Large Language Models (LLMs) & Generative NLP (Text Generation, Summarization), Machine Translation, Sentiment Analysis & Emotion Detection, Speech AI (Speech Recognition, Speech Synthesis), Information Extraction, Multilingual & Cross-Lingual Models
Data Analysis & Interpretation, Visualization for Statistical Insights, Advanced Statistical Machine Learning, Business Intelligence & Data-Driven Decision Making, Bayesian Methods & Probabilistic Programming, Time Series Analysis & Forecasting, A/B Testing & Experimentation Design
Databases (Relational, NoSQL, NewSQL), Data Security & Cybersecurity with AI, Data Governance & Data Quality, Data Lakes, Data Warehouses & Lakehouses, Data Integration via AI Techniques, Digital Transformation Strategies
Predictive Modeling (e.g., Time Series Forecasting, Anomaly Detection), Geospatial AI & Remote Sensing, Digital Twins & Simulation, Applications in Climate Change, Applications in Aviation & Logistics, Applications in Disaster Management, Applications in Stock Exchange & Finance, Applications in Sports Analytics
Predictive Modeling (e.g., Time Series Forecasting, Anomaly Detection), Geospatial AI & Remote Sensing, Digital Twins & Simulation, Applications in Climate Change, Applications in Aviation & Logistics, Applications in Disaster Management, Applications in Stock Exchange & Finance, Applications in Sports Analytics
Pattern Recognition, Visual Reasoning, Object Detection & Recognition, Image & Video Generation, Medical Imaging & AI Diagnostics, Autonomous Systems & Robotics Vision, Facial Recognition & Biometrics (with ethical considerations)
Generative AI, ChatGPT & Large Language Models (LLMs), Agentic AI & AI Agents, Multimodal AI, AI in Extended Reality (XR) & Spatial Computing, AI for Scientific Discovery (Physics-Informed AI, AI in Biology/Chemistry), Applications of AI
Transparency & Explainable AI (XAI), Bias & Fairness Mitigation, Privacy & Data Governance, Risk, Safety & AI Alignment, Compliance, Regulation & Policy
Deep Learning (including foundational architectures), Transformer Networks, Reinforcement Learning (RL), Federated Learning & Privacy-Preserving ML, Causal Inference, Graph Neural Networks (GNNs), Ensemble Learning, Feature Learning (or Representation Learning)
