Dr. Sudipta Samanta received his Ph.D. for his research in the field of computational Biophysics in 2009. He has more than 9 years research experience as a scientist. His current interests include Machine Learning, Deep Learning, Health Care Data analysis, and computer simulation. He is also the founder of "Baby Lion Organic medicinal Farm".
Course Details
Course Details
What You'll Learn
Topic1 Introduction to AI in Healthcare
- Understanding the Benefits of AI in Healthcare
- Interpreting Data Patterns in Healthcare
- Extracting Insights from Healthcare Data
- Case Studies:
Topic 2 Data Science and Business Insights
- Evaluating Data Science Solutions for Healthcare
- Managing Data Science Projects in Healthcare
- Prioritizing Data Science Projects for Maximum ROI
- Customizing Data Models for Healthcare Hypotheses
- Case Studies:
Topic 3 Data Mining and Analysis
- Running Complex Data Mining Models in Healthcare
- Managing Organizational Capacity for Data Science Projects
- Exploring Healthcare Data Sets Visually and Analytically
- Case Studies:
Topic 4 Advanced Data Science Techniques
- Communicating the Results of Data Science Projects
- Making Recommendations Based on Data Insights
- Application of Statistics and Data Mining in Healthcare
- Tools and Techniques for Advanced Data Modeling
- Measuring the Capability of the Data Science Team
- Case Studies:
Course Info
Prerequisite
This is a intermediate course. The following knowledge is assumed:
- Basic Python
Software Requirement
Please install the following software prior to the class
1. Pycharm : - Install Pycharm (https://www.jetbrains.com/pycharm/download/)
2 . Install Tensorflow on Mac
Please follow this guide to install Tensorflow on Mac https://www.tensorflow.org/install/install_mac
Alternatively, you can enter the following commands on your Mac terminal
pip3 install tensorflow
3 . Install Tensorflow on Window
Please follow this guide to install Tensorflow on Window https://www.tensorflow.org/install/install_windows
Tensorflow only support Python 3.5, you can install Tensorflow in Python 3.5 the following ways:
- Install Anaconda for Windows https://www.anaconda.com/download/#windows
- Create a new Conda environment in Pycharm for Python 3.5
Job Roles
Job Roles
- Data Scientist
- Healthcare Analyst
- Clinical Researcher
- Medical Practitioner
- AI Developer
- Machine Learning Engineer
- Health Informatics Specialist
- Biostatistician
- Medical Imaging Specialist
- Robotics Engineer
- Bioinformatician
- Pharmacologist
- Genetic Counselor
- Public Health Specialist
- Medical Writer
Trainers
Trainers
Dr. Sudipta Samanta