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.

15h+
Intermediate
English
Certificate
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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.

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Do you want to use data science and machine learning to solve real-world business problems in the healthcare sector? With this training, you can unlock the power of data to improve patient care and make better business decisions. I will show you how to use data science and machine learning principles to get the most out of your data. Together, we can make healthcare better for everyone. Sign up for my training today and take the next step of your data journey.

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

Intermediate
Data Science and Machine Learning in Healthcare: Solving Real-Life Business Problems is an intermediate-level training that requires familiarity with the topic. Professionals who lack relevant knowledge are encouraged to dedicate some time to self-preparation before the event to build the necessary foundation. Contact us to discuss in detail if the training is suitable for your team.
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Meet Vamsi Nellutla

Principal data scientist, book author, founder of a data science training center—Vamsi Nellutla has a wealth of experience in all things data.

20+ years of experience
Book Author
ML in Healthcare & Telecom

Here’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
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Curriculum

  • 15 hours 10 min
    • 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

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    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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