Our Upcoming Training Programs
Course Description
Embark on a transformative journey where the power of Machine Learning (ML) meets the intricate and fascinating world of Life Sciences. Our tailored bootcamp is meticulously designed to empower professionals and researchers in the health, pharmaceutical, and agribusiness sectors with the skillset they need to harness ML for groundbreaking discoveries and advancements.
ML for Life Sciences
Coming soon!
Notify me when the next training is updated!
Module 1: Data Science Fundamentals
- Data Science Overview
- Skills needed to be a successful data
scientist - How to use and share Jupyter
Notebooks including its features - Introduction to Python programming
- Use case: Diabetics Data Analysis
- How to identify a problem, collect and
analyze data, build a model, and understand the feedback
Key Learnings
- Introduction to data sciences
- Methodology to handle data science questions
Module 2: Data Science Workflow
- Methods, models and practices
- Data Strategy
- Data visualization and Cleaning tools
- Operation on Data
Models with Machine
Key Learnings
- Specify meaningful pipeline
- Get hands-on experience in DS
Module 3: Building Valuable ML Models In Life Sciences
- Familiarize with Scikit-learn
- Introduction to Neural Network
- Build & Train Machine Learning Models
Hyperparameters optimization - Case studies for prediction models using hyperparameters, NN , and image classification
Key Learnings
- Build and test an end-to-end ML model
What you will learn?
Help professionals and researchers in life Science business (health, pharma, agribusiness) to:
- Machine Learning Applications
- Data Analysis
- Data Management
Benefits: Develop and improve the skills to build and test end-to-end Machine learning models on life science data.
Your profile
- Clinical Researchers
- Clinicians
- Medical Doctors,
- Researchers
- Pharmaceutical scientists,
- Biologists
Prerequisites
This training program is designed for the participants who possess the following skills:
- Basic knowledge in biology and physiology
- Basic knowledge in Clinical analysis
- Basic knowledge in Medical research
Certification
Upon completion of this training program, you will be awarded a Certificate of Attendance, jointly issued by Machine Learning Architects Basel and our Digital Innovation Academy, recognizing your successful completion of the course.
