Information Technology- Big Data Analytics-
Descriptive Analytics- Basic Statistical Analysis, Data Visualization, Frequency Analysis, Trend Analysis, Correlation Analysis, Segmentation, Summary Reports, Data Quality Analysis, Geospatial Analysis, Cohort Analysis.
Diagnostic Analytics- Root Cause Analysis, Trend Analysis, Correlation Analysis, Comparative Analysis, Segmentation Analysis, Variance Analysis, Descriptive Statistics, Cohort Analysis, Heat Maps and Pivot Tables, Event Tracking and Log Analysis.
Predictive Analytics- Regression Analysis, Time Series Analysis, Machine Learning Algorithms, Cluster Analysis, Anomaly Detection, Text Analytics, Forecasting, Survival Analysis, Optimization and Simulation, Prescriptive Analytics, Geospatial Analytics, Customer Churn Prediction.
Prescriptive Analytics- Optimization, Simulation, Heuristic Methods, Decision Analysis, Prescriptive Machine Learning, Constraint Programming, Scenario Analysis.
Spatial and Geospatial Analytics- Descriptive Analytics, Exploratory Spatial Data Analysis (ESDA), Spatial Regression Analysis, Spatial Interpolation, Spatial Cluster Analysis, Network Analysis, Geostatistics, Temporal-Spatial Analysis, 3D and 4D Geospatial Analysis, Remote Sensing Analysis, Location Analytics, Geographic Information System (GIS) Analysis.
Text Analytics- Sentiment Analysis, Topic Modeling, Named Entity Recognition (NER), Text Classification, Text Clustering, Keyword Extraction, Semantic Analysis, Text Summarization, Anomaly Detection, Language Detection, Relationship Extraction, Text Generation.
Real-time Analytics- Web Analytics, Social Media Analytics, Financial Analytics, Network Analytics, Healthcare Analytics, IoT (Internet of Things) Analytics, E-commerce Analytics, Supply Chain Analytics, Customer Relationship Management (CRM) Analytics, Operational Analytics, Video Analytics.
Cognitive Analytics- Natural Language Processing (NLP), Machine Learning, Pattern Recognition, Deep Learning, Cognitive Computing, Emotion AI, Predictive Modeling, Interactive Data Visualization, Knowledge Discovery, Behavioral Analytics.