Languages and Databases
Our data professionals are proficient in R, Python, SQL and other programming languages for scalable model development and data analysis. We have the expertise in NoSQL and SQL databases and support you to store, manage, query and optimize the complex data sets efficiently.
Libraries, Packages and Programming Methods
We are skilled in Pandas, NumPy, SciPy, TensorFlow and other libraries and ensure efficient data analytics and processing. We know how to apply the statistical models, probability analysis, and hypothesis testing to your system and extract valuable insights for USA business growth.
ML Frameworks and Algorithms
Our certified Data Scientist Consultants also have hands-on experience with PyTorch, Scikit-learn, TensorFlow, and Keras and develop robust machine learning solutions. We also have the expertise on the supervised, unsupervised, reinforcement learning algorithms and provides you prescriptive and predictive analytics solutions. If you want to develop, train and integrate the ML models in your organisation, then our data scientists can help you.
Web Scraping
We are also skilled in web scraping and collect the structured and unstructured data from websites efficiently. We use scalable, automated and compliant web scraping techniques to gather the data.
Neural Networks
Our expertise also lies in neural networks, and we design and deploy neural networks. It helps your US business in pattern recognition, regression, classification and complex data handling tasks.
Deep Q Network ( DQN)
At Melonleaf, we have a pool of talented data scientists who are skilled in DQN and implement the reinforcement learning models. It helps your business in the decision-making process in competitive environments.