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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
is an accomplished IT and data specialist with over 20 years of experience in academia, ICT leadership, and professional training, with a strong focus on data analytics and Excel-based solutions. He has developed and delivered specialized training programs on Statistical Data Analysis with Excel and Visual Basic for Applications (VBA) for Excel, equipping learners with advanced data manipulation, automation, and reporting skills. His expertise extends to automating institutional reporting systems, where he successfully streamlined academic records management through Excel-based tools, integrating macros and automation to improve efficiency and accuracy. As a trainer and consultant, Dr. Siraj has taught Excel to diverse audiences, including university staff, administrative teams, and professionals in banking, security, and education, ensuring they can apply Excel for decision-making, statistical modeling, and process automation. His practical mastery of Excel is complemented by his deep knowledge of office automation and ICT project management, making him a highly sought-after trainer in data analysis and productivity tools. With his blend of hands-on technical expertise and instructional experience, Dr. Siraj stands out as a credible authority in leveraging Excel to drive organizational efficiency and data-driven strategies
