I will design real time ml data analytics web app in python flask


Sam, we need a short description here.

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Design simple and sophisticated python-based dashboard and data analytics applications. Connect to real-time streaming data-sources, sensors, databases, APIs, etc. Implement Machine Learning models and data processing pipelines. Machine learning and simple deep learning models such as k-Nearest Neighbors (kNN), Support Vector Machines (SVM), Decision trees, Clustering, Random Forests, and simple CNN models

Awesome data visualization, ranging from simple line graphs to interactive plots, bar-graphs, 3 D graphs, tables, and many other components.

The application may be a simple single page interactive dashboard with a few graphs and other basic components or it may contain highly advanced features such as 3 D graphs, highly advanced plots, interactive tables, authentication (multilevel user accounts), SSL encryption, real-time alarms. etc.

Some of the python libraries and modules used include:

  1. Flask
  2. Dash
  3. Scikit-Learn
  4. Plotly
  5. Matplotlib
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