Today many enterprises rely upon Enterprise Level Intelligence to run their businesses successfully. Artificial Intelligence and Machine Learning are playing a critical role in building this intelligence by extracting hidden patterns from data, making informed decisions, reducing human interventions, and improving operational efficiencies.

Evoke’s Artificial Intelligence (AI) and Machine Learning (ML) services enable organizations to build Enterprise Intelligence Hub and related applications. We take pride in delivering successful experiences in a broad range of industries such as manufacturing, FMCG, telecommunications, banking, hospitality, healthcare, and others.

Our full stack of certified Data Science experts has extensive hands-on experience with various Data Science tools and technologies such as Python, Apache Spark, Google TensorFlow™, Tableau, Data Visualization, and Machine Learning solutions.

Data Science Expertise

Data Engineering

  • Data Modeling & Consultation
  • Feature Selection
  • Feature Transformation
  • Feature Extraction
  • Model Building
  • Model Evaluation & Optimization

Machine Learning

  • Association Analysis
  • Anomaly Detection
  • Re-engineer, Migrate to Cloud
  • Regression Analysis
  • Classification Analysis
  • Forecasting
  • Text Mining

Artificial Intelligence

  • NLP/NLU
    • Chatbots
    • Text Mining
  • Speech
  • Object Detection
  • Video Analytics
  • Alexa Business Solutions
Data Science Techniques

Data Processing

  • Data Collection
  • Data Cleansing
  • Data Profiling
  • Normalization
  • Transformation
  • Data Mining
  • Load Data to Data Warehouse

Feature Engineering

  • Principal Component Analysis (PCA)
  • Singular Value Decomposition (SVD)
  • Locality Sensitive Hashing (LSH)
  • Text Transformation (word2vect, TF-IDF)
  • Vectorization, Indexer

Optimization & Evaluation

  • Cross Validation
  • Gradient Descent, SGD
  • Hyper parameter Tuning
  • Ensemble & Boosting
  • RSS, RSME, MSE
  • Log-loss, F-measure, Precision-Recall

Core Algorithms

  • Regression Algorithms
  • Support Vector Machine (SVM)
  • KD-Tree, Decision tree, Random Forest
  • K Nearest Neighbors (KNN)
  • K-means, Latent Dirichlet Allocation
Technology Specialization

Data Source

Frameworks

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