Challenges
To leverage the benefits of the latest technological advancements and maintain its leading position,
our client wanted their US, Ireland, and India-based teams to develop strong data science and AI knowledge.
As one of the most reputed healthcare and insurance companies, the client also required training
that could be delivered securely while maintaining strict firewall and security restrictions.
Solutions
Our customer was an American multinational healthcare and insurance company and one of the largest
insurance companies by net premium. The main objective of the training was to enhance the performance
of their healthcare systems and contribute to improving the overall health and well-being of people.
Big Data Trunk was partnered with the client for high-end technology expertise in AI. We created a
customized learning roadmap focused on data science and AI.
We conducted discovery and scoping calls with the client’s subject matter experts and management team
to understand their requirements and customize the training program accordingly.
After multiple rounds of discussions, we designed a training program covering the required technology
while keeping the audience engaged throughout the learning process. The following topics were covered:
Byte Size ML Basic Series:
This session was specifically curated to understand the basics of AI and ML.
The following topics were covered:
- The basic concept of machine learning
- Various steps involved in typical machine learning development and the tools involved
- Building a simple machine learning model
Data Science and Image Processing for Healthcare:
This session was designed to help the client extract innovative and actionable insights
from healthcare-related data and medical imaging.
- Prepare and explore healthcare-related datasets using primary data science tools
- Address the quality and challenges of healthcare data
- Understand the impact of data science on medical diagnosis, prognosis, and treatment
- Use data science approaches to evaluate and learn from healthcare data
- Use deep learning and TensorFlow to interpret and classify medical images
AI, NLP and Sequence Data:
The purpose of this session was to enable healthcare professionals to build models
for text, natural language, and other sequence data.
- Compare AI vs ML vs DL
- Understand TensorFlow and Keras
- Understand sequence algorithms
- Implement natural language processing
- Understand fundamental techniques through AI demos and hands-on labs
Along with meeting the client’s learning requirements, we also addressed their security requirements
by providing a virtual lab environment for each student.
Success Outcome
The customer obtained the following benefits after attending the training session:
Innovation:
The knowledge provided by Big Data Trunk’s training helped the customer
address several interesting cases using image processing and NLP.
Global Reach:
The customer was able to offer healthcare services in various countries
without compromising quality.
Engagement:
The training content was engaging and ensured complete customer satisfaction
with the learning experience.
Industry Relevance:
Big Data Trunk continued to follow up with the client through industry case studies,
projects, and learning opportunities that added value to customer satisfaction.
