TMA - Big Data & Analytics  service

Get the most from your valuable data – make your data speak


Our BI, big data and analytics team has supported many customers in building BI and analytics solutions to process large amounts of business data and provide real-time reports for business decisions.


  • Data warehouse and data mining design and implementation
  • Collect and analyze data in real-time
  • Data visualization
  • Standard and custom reports
  • Data analytics and forecasting
  • Analyzing high volume structured and unstructured data
  • Data migration


  • Data Warehousing
    • SSIS, SSRS, AWS Glue, AWS SQS, AWS DMS, AWS Kinesis Stream, AWS Kinesis Firehose, AWS EMR
    • Hbase, HDFS
    • MongoDB, CouchDB, Cassandra, Teradeta, AWS RedShift, AWS Aurora, AWS Athena, AWS Dynamo Database
  • Frameworks
    • Hadoop, Spark
    • Kafka, Storm, Sqoop, Flume
    • Mahout, Drill, Solr
    • Druid, SnappyData, Cassandra
    • Map Reduce, Pentaho
  • BI and Data Visualization
    • Tableau, Splunk, Pentaho, QuickSight, PowerBI, PowerApp, Cognos, Jasper, Qlikview, Pentaho BI, Power View, Datazen
  • Predictive analytics: Regression, Classification, Clustering, Time Series
  • Programming: Python, R, Java, Hive, Scala, SAS, SPSS

AI & Machine Learning - Skill Set

  • Machine Learning
    • Descriptive Statistics
    • Deep learning: TensorFlow, Keras, Yolo
    • Model Optimization: TensorRT, OpenVINO
  • Reinforcement Learning
    • Markov decision process
    • Q-Learning and Deep Q-Networks
  • Supervised Learning: Linear Regression, Neural Networks, Support Vector Machines
  • Unsupervised Learning
    • K-Means Clustering
    • Anomaly Detection
    • Principal component analysis (PCA)
    • Latent Dirichlet allocation (LDA)
  • MLaaS: SAS, Google Cloud AI, Microsoft Azure AI, AWS AI
  • Computer Vision: Image/video analytics
  • Object Detection: Products, People, Vehicles
  • Category Theory
TMA - Big Data & Analytics  service

AI & Machine Learning - Sample Tools

  • AI: Scikit Learn, TensorFlow, Caffe, MxNet, Keras, PyTorch, Theano, OpenVINO, Tensorrt, Gym, OpenCV, Pillow, Rawpy, Scikit-image
  • NLP: Gensim, Underthesea, NLTK, Hugging Face, Spacy
  • OCR: Tesseract, Google Vision, AWS Textract
  • ML Pipeline: Ạmazon Sagemaker, Apache Airflow
  • Infrastructure: Docker, Kafka, RabbitMQ, Kubernetes

Let contact our BI, big data and analytics team to discuss solution for your needs