Learn LIVE with
Vamsi Nellutla
Data Science and Machine Learning in Healthcare: Solving Real-Life Business Problems
Help employees understand how to apply data science and machine learning principles to solve real-life healthcare business problems.
Harness the Power of Data You Already Have
The healthcare sector accounts for over 30% of the global data volume. However, it’s a big leap from having data to using it to improve patient care and make informed business decisions. And the only way to bridge the gap is to apply data science and machine learning techniques. That said, most employees in the healthcare sector don't have the expertise to do that, and educating them requires a lot of resources. As a result, healthcare organizations often struggle to keep up with the data-driven world. My training offers an affordable all-in-one solution to bridge the gap between data and decision-making. I will teach your team how to use data science and machine learning to solve real-life healthcare business problems, improve patient care and make informed decisions.
Cultivate a Data-Driven Culture to Improve Healthcare
Help people live longer, healthier lives
Make an impact on the world by improving the healthcare business decision-making process.
Be at the forefront of innovation
Help your team understand the applications of big data in the healthcare industry.
Bridge the skills gap in your organization
Enable your employees to use data science and machine learning principles to solve healthcare business problems.
Vamsi Nellutla
Who Is This Course For
Business Leaders
You take organizations to new heights of prosperity with top-notch leadership and practical data skills
Business Analysts
You guide organizations into adopting data-driven strategies that optimize business processes and functions
Computer Engineers
You design computer systems that maximize system operations and build upon competitive strengths
Level Of Difficulty
IntermediateHere’s What Your Team Will Learn
- Identify data-driven opportunities for improving patient care
- Apply data science and machine learning techniques to analyze healthcare data
- Understand the ethical implications of data-driven decision-making in healthcare
- Understand the data privacy and security considerations in healthcare
- Utilize data visualization techniques to present data-driven insights
- Use data-driven insights to solve real-life healthcare business problems
Curriculum
Introduction 10 min
Session 1: Introduction to Data Science and Machine Learning 90 min
Overview of data science and machine learning
The types of data and algorithms used in data science and machine learning
How to identify the right data and algorithms for healthcare business problems
Session 2: Data Preparation 90 min
Cleaning and pre-processing data
Feature selection and engineering
Data normalization and scaling
Session 3: Exploratory Data Analysis 90 min
Descriptive statistics
Visualization techniques
Identifying data patterns
Session 4: Supervised Learning 90 min
Introduction to unsupervised learning
Clustering algorithms
Evaluation metrics
Session 5: Unsupervised Learning 90 min
Introduction to unsupervised learning
Clustering algorithms
Evaluation metrics
Session 6: Neural Networks 90 min
Introduction to neural networks
Working with deep learning frameworks
Training and tuning neural networks
Session 7: Advanced Techniques 90 min
Ensemble methods
Tree-based methods
Reinforcement learning
Session 8: Model Deployment and Evaluation 90 min
How to deploy models in production
Evaluating model performance
Model optimization
Session 9: Healthcare Business Applications 90 min
Identifying healthcare business problems
Applying data science and machine learning to solve healthcare business problems
Session 10: Final Project 90 min
Overview of the final project
Working with a real-world dataset to solve a healthcare business problem
Presenting the final project results
Frequently Asked Questions
When do Live Trainings usually take place?
We offer a great deal of flexibility with regards to the dates and times of Live Trainings. Sessions are scheduled according to your team’s availability and the availability of your instructor.
How can I become a Live Training instructor?
If you possess outstanding qualifications in data science, you enjoy speaking in public and sharing your knowledge with others, we’d love to hear from you! Use our contact form to get in touch. As a member of our community of industry-leading Live Training instructors you will only have to worry about delivering an excellent learning experience to our shared clients. We’ll take care of all the admin, including integrating your trainings into our lineup and scheduling them according to your availability.
How can I purchase Live Trainings?
Our Live Trainings are open to all corporate clients who wish to accelerate their team’s progress through direct online coaching from industry leaders. Prices vary depending on the level of expertise you want your teams to acquire and the length of the training. You can explore the full details, including pricing, of the trainings you’re interested in on their individual pages by signing up for a free Live Training account.
Will my team have access to real-time conversations with industry experts?
Yes, direct communication with the instructors forms the backbone of our Live Trainings. The goal is to boost engagement with the content and enable team members to pick up new skills faster. Your team will have the opportunity to take active participation in the training, ask any questions relevant to their specific roles, and tap into the industry-leading expertise of our instructors. Attending Live Trainings as a team will not only equip your employees with new practical skills but boost their professional confidence. Moreover, internal upskilling opportunities are the preferred method of employers for creating a sense of belonging at the workplace and improving job satisfaction.
How many team members can join a Live Training?
Our Live Trainings can host up to 100 participants. If you wish to invite more team members, you can specify the precise number of attendees as a comment on your request form or get in touch with us at team@365datascience.com. We will always do our best to accommodate your needs!
How long does a Live Training take?
A single Live Training can last anywhere from a few hours to several days and can include multiple sessions. Timeframes are also determined by the level of expertise you want your teams to acquire. To learn more about Live Trainings, sign up now for free.
Does my team need any relevant qualifications or experience to join a Live Training?
No prior experience or qualifications are required. Every one of our Live Trainings has a dedicated page containing all the details you need to make the right choice for your team. Including information on what your team can expect, level of difficulty (beginner, intermediate or advanced), top benefits, and areas of expertise.
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