Transform your data into actionable insights with our AI-powered API
Powerful, easy-to-use tools for Data Management, Data Analysis, Business Intelligence, Machine Learning, and Artificial Intelligence services.
API Features
Comprehensive endpoints for all your data science needs
Data Management & Upload
Seamlessly upload and manage your data sources with support for CSV, Excel, and JSON formats
- POST /api/data/upload
- GET /api/data/sources
- GET /api/data/sources/:id
- POST /api/data/query
Analytics & Statistics
Run descriptive statistics, correlation analysis, and trend detection on your data
- POST /api/analytics/descriptive
- POST /api/analytics/correlation
- POST /api/analytics/trends
- POST /api/reports/generate
Machine Learning Models
Train and deploy ML models including Random Forest, SVM, and Gradient Boosting
- POST /api/models/predict
- POST /api/models/random-forest
- POST /api/models/gradient-boosting
- POST /api/models/naive-bayes
Deep Neural Networks
Build and train deep learning models for complex pattern recognition
- POST /api/dnn/train
- POST /api/dnn/predict
- POST /api/dnn/tune
- GET /api/dnn/models
AI-Powered Insights
Natural language chat, sentiment analysis, and business insights generation
- POST /api/ai/chat
- POST /api/ai/insights
- POST /api/ai/sentiment
- POST /api/ai/completion
NLP & Text Analysis
Text classification, entity extraction, keyword analysis, and topic modeling
- POST /api/nlp/classify
- POST /api/nlp/entities
- POST /api/nlp/keywords
- POST /api/nlp/summarize
Time Series Forecasting
Prophet and LSTM-based forecasting with seasonal decomposition
- POST /api/models/prophet-forecast
- POST /api/models/lstm-forecast
- POST /api/models/seasonal-decomposition
Clustering & Anomaly Detection
K-Means, DBSCAN clustering and anomaly detection algorithms
- POST /api/models/kmeans
- POST /api/models/dbscan
- POST /api/models/anomaly-detection
Feature Engineering
Auto-generation, transformation, encoding, normalization, and PCA
- POST /api/features/auto-generate
- POST /api/features/transform
- POST /api/features/encode
- POST /api/features/normalize
Fraud & Churn Prediction
Specialized models for fraud detection and customer churn prediction
- POST /api/models/fraud-detection
- POST /api/models/churn-prediction
Regression Models
Advanced regression including Ridge, Lasso, and Elastic Net
- POST /api/models/polynomial-regression
- POST /api/models/ridge-regression
- POST /api/models/lasso-regression
- POST /api/models/elastic-net
Recommendations & Association
Collaborative filtering, matrix factorization, and market basket analysis
- POST /api/models/collaborative-filtering
- POST /api/models/matrix-factorization
- POST /api/models/apriori
- POST /api/models/market-basket-analysis
Use Cases
Discover how our API can transform your data into actionable insights
Centralized Data Hub
Upload CSVs, Excel files, or JSON via /api/data/upload and manage all your sources with /api/data/sources
Self-Service Analytics
Run descriptive statistics via /api/analytics/descriptive and generate reports with /api/reports/generate
Predictive Modeling
Train Random Forest, SVM, or Gradient Boosting models via /api/models/predict - no ML expertise needed
Deep Learning
Build and train neural networks for complex pattern recognition using /api/dnn/train and /api/dnn/predict
AI Intelligence
Chat with your data using /api/ai/chat or analyze sentiment with /api/ai/sentiment
Text Analysis
Classify text, extract entities, and summarize documents with /api/nlp/classify and /api/nlp/summarize
Forecasting
Predict future trends with Prophet or LSTM via /api/models/prophet-forecast and /api/models/lstm-forecast
Anomaly Detection
Cluster data with K-Means or DBSCAN and detect anomalies via /api/models/anomaly-detection
Feature Engineering
Auto-generate features and apply PCA with /api/features/auto-generate and /api/features/normalize
Fraud Prevention
Detect fraud and predict churn with /api/models/fraud-detection and /api/models/churn-prediction
Advanced Regression
Run Ridge, Lasso, or Elastic Net regression with /api/models/ridge-regression and /api/models/elastic-net
Recommendations
Build recommendation engines with /api/models/collaborative-filtering and market basket analysis via /api/models/apriori
Get Started in Minutes
# Sign up and get your API key
curl -X POST https://api.dsnresearch.com/api/signup \
-H "Content-Type: application/json" \
-d '{
"email": "[email protected]",
"password": "secure_password",
"companyName": "Your Company",
"plan": "free"
}'
# Upload data
curl -X POST https://api.dsnresearch.com/api/data/upload \
-H "X-API-Key: your_api_key" \
-F "[email protected]"
# Run analytics
curl -X POST https://api.dsnresearch.com/api/analytics/query \
-H "X-API-Key: your_api_key" \
-H "Content-Type: application/json" \
-d '{
"query": "SELECT * FROM data WHERE revenue > 1000",
"format": "json"
}'