Kranium allows data professionals to ingest data into the platform from multiple sources and in multiple formats. Data professionals can manage virtually any number of datasets on one platform to power analytics and AI. Additionally, synchronization functions help automate the process of keeping datasets up to date.
Datasets need to be prepared well before they can be used for AI. Kranium provides data professionals tools to perform data preparation with ease. Kranium helps address issues in raw data like missing values, duplicates, anomalies, inconsistencies, limited features, imbalance and more. Data professionals can also use Kranium for feature engineering for generating additional data that will aid in improving model performance significantly.
Kranium provides analytics tools for help data professionals explore a dataset and identify its characteristics. Data exploration uses visualization techniques effectively and can greatly help spot patterns and trends that help identify anomalies in the datasets. The process helps uncover valuable insights that algorithms may not be able to do. The understanding gained can be especially useful when creating AI models on Kranium.
Kranium’s no-code tools help data professionals build exceptionally accurate and customized AI models in no time. Build diverse models for different use cases like computer vision, deep learning, machine learning, NLP and more with ease. Make inferences using trained models, score and compare different models, tweak hyperparameters and generate explanations effortlessly.
In the dynamic world of data science, data scientists need more than tools; they need a creative canvas to code their way to insights. Kranium combines the power of feature engineering with Data Science Notebooks, enabling data scientists to craft data features, code solutions, and unlock the full potential of their datasets. In addition, Kranium provides coding assistance tools and a treasure trove of ready-built code templates, ensuring data scientists can focus on insights, not code.
Data professionals can collaborate with multiple members of their organization for data preparation, exploration, and model building. This helps data professionals share their progress with others or continue work from where others left off. It is the perfect way to collaborate with fellow data professionals and domain experts.
The new frontier of AI is driving a major paradigm shift in countless markets worldwide. Major organizations across industries are making AI a top priority. Join the global community of leaders who are pursuing rampant automation and innovation, positioning themselves to lead the market with Kranium AI.