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Training & Certification

Applied Generative AI for Data Scientists

Day 1: April 07, 2024 – 9:00 to 13:00 PST

Day 2: April 08, 2024 – 9:00 to 13:00 PST

 

Training Location: Online

Price: $395

Applied Generative AI for Data Scientists

This two-day workshop will walk you through common Generative AI use cases and how you can build them using John Snow Labs’ software. This is a hands-on workshop that includes running live Python notebooks, no-code tools for domain experts, and considerations for production-grade systems.

The first day covers open-source language models, combining NLP & LLM pipelines, using healthcare-specific models, and building multi-modal AI pipelines for visual document understanding. The second day covers the Medical Chatbot, Generative AI Lab, and building human-in-the-loop AI workflows.

The workshop is organized in two four-hour-long sessions, each followed by self-guided exercises relevant to each section. This is a live online workshop whose instructors are current lead contributors to the John Snow Labs codebase. A certification of expertise is provided to attendees who pass a final online exam.

Medical Language Models for Data Scientists

Day 1: April 08, 2024 – 9:00 to 13:00 PST

Day 2: April 09, 2024 – 9:00 to 13:00 PST

 

Training Location: Online

Price: $395

Medical Language Models for Data Scientists
Hands-on Generative AI for Healthcare

This two-day workshop for practicing data scientists will enable you to use and extend John Snow Labs’ Healthcare NLP & LLM software. You will run live Python notebooks that walk through implementing popular use cases. Each section is guided by a real-world case study and includes a discussion on practical design questions such as choosing between small and large language models, using pre-trained models versus tuning your own, optimizing inference cost, and ensuring data privacy. These use cases will be covered:

  • Medical data de-identification and obfuscation
  • Information extraction in oncology from radiology, pathology, and genomic reports
  • Patient level reasoning: building and chatting about a longitudinal patient view
  • Building patient cohorts with natural language prompts
  • Medical text summarization
  • Patient risk adjustment and HCC coding

The workshop is organized in two four-hour-long sessions, each followed by self-guided coding. This is a live online workshop whose instructors are current lead contributors to the Healthcare NLP & LLM codebase. A certification of expertise is provided to attendees who pass a final online exam.

Building Human-in-the-Loop AI Workflows with Generative AI Lab

Coming Soon

Building Human-in-the-Loop AI Workflows with Generative AI Lab | Training
Comprehensive hands-on training and certification for those mastering the art of text annotation, crucial for the success of any LLMs

This is a comprehensive hands-on training designed for those keen on mastering the art of text annotation, crucial for the success of any Language Model training. Whether you are a beginner aiming to dip your toes or an expert looking to refine your skillset, this course offers insights and skills tailored for you.

  • Preparing High-Quality Training Data for Language Models: Gain an in-depth understanding of how to prepare high-quality training data, the critical foundation for building robust Language Models.
  • Mastering the Generative AI Lab: Obtain hands-on experience with John Snow Labs’ Generative AI Lab, a no-code high productivity tool designed for managing annotation and model training projects efficiently.
  • Creating Effective Annotation Guidelines: Learn how to develop precise and comprehensive annotation guidelines. These guidelines are essential for maintaining consistency and accuracy in annotation tasks across teams.
  • Data De-Identification: Explore techniques to safely de-identify sensitive data for use in annotation projects and for further analysis, ensuring data privacy and compliance.
  • Tracking and Monitoring Progress: Discover best practices for tracking your annotation project’s progress and evaluating the quality of the annotations to ensure timely completion and high team productivity.
  • Leveraging No-Code Pre-Annotations: Accelerate your project by utilizing John Snow Labs’ pre-trained models, rules, or Generative AI prompting to create pre-annotations. This not only speeds up the process but also enhances initial data quality.
  • Seamless Custom Model Training: Learn how to train custom models with ease once you’ve gathered sufficient training data. Through an intuitive UI, models can be trained with just one click, yielding smaller, specialized models that are optimized for deployment on standard hardware.
  • Model Testing and Evaluation: Test your custom models for accuracy, bias, fairness, performance, representation and robustness using over 70 out-of-the-box tests. You’ll also learn how to automatically augment your data to boost overall model’s quality.
Spark NLP LLM for Data Scientists

Price: $19.99

Spark NLP for Data Scientists

This two-day workshop will walk you through building state-of-the-art Generative AI and Natural Language Processing (NLP) using John Snow Labs’ open-source libraries. This is a hands-on workshop for data scientists that will enable you to write and run live Python notebooks that put the technology to work.

The first day covers the open-source Spark NLP library for information extraction at scale – including reusing, training, and combining AI models for tasks like named entity recognition, text classification, spelling & grammar correction, question answering, knowledge extraction, sentiment analysis and more. The second day focuses on libraries and integrations specifically for preparing data for RAG LLM solutions, including document splitting, cleaning, metadata enrichment, summarization, and embeddings calculation.

The workshop is organized in two four-hour-long sessions, each followed by self-guided coding, on Python notebooks relevant to each section. This is a live online workshop whose instructors are current lead contributors to the John Snow Labs open-source codebase. A certification of expertise is provided to attendees who pass a final online exam.

Register now

Healthcare NLP LLM for Data Scientists

Price: $19.99

Healthcare NLP for Data Scientists

This two-day workshop for practicing data scientists will enable you to use and extend John Snow Labs’ Healthcare NLP & LLM library. You will run live Python notebooks that walk through clinical entity recognition, entity resolution (mapping entities to medical codes), assertion status detection (i.e. negation detection), relation extraction, and de-identification. You will also learn how to train and tune your own models and how to choose which pre-trained models to start from.

The second day is focused on medical language models and will teach you how to make use of the medical text summarization, question answering, and text generation LLMs. It will also cover improving the accuracy of RAG LLM solutions that process medical documents by using healthcare-specific document splitting, enrichment, and embedding algorithms.

The workshop is organized in two four-hour-long sessions, each followed by self-guided coding. This is a live online workshop whose instructors are current lead contributors to the Healthcare NLP & LLM codebase.

Register now

Building Human-in-the-loop AI Workflows with the Generative AI Lab

Dates to be announced

 

Training Location: Online

Price: $295

Building Human-in-the-loop AI Workflows with the Generative AI Lab
Training & Certification

This is a comprehensive hands-on training designed for those keen on mastering the art of text annotation, crucial for the success of any NLP model training. Whether you are a beginner aiming to dip your toes or an expert looking to refine your skillset, this course offers insights and skills tailored for you.

What You Will Learn:
1. Prepare High-Quality Training Data for NLP Models: Understand the intricacies of preparing high-quality training data, the backbone for creating robust NLP models.
2. Mastering The NLP Lab: Acquire hands-on experience in executing a complete annotation project with John Snow Labs’ high-productivity annotation tool: the NLP Lab.
3. Creating Effective Annotation Guidelines: Dive deep into the development of precise annotation guidelines. These guidelines are pivotal in ensuring consistency and accuracy across data annotation tasks and team members.
4. Tracking and Monitoring: Equip yourself with strategies to monitor your project’s progress and gauge the quality of annotations. This ensures that the project remains on course and maintains the highest standard.
5. Laverage No-Code Pre-Annotations: Jumpstart your projects leveraging pre-annotations from John Snow Labs pre-trained models, rules, prompts, or even with ChatGPT prompting. This integration not only accelerates the process but also enhances the quality right from the outset.
6. Effortless Custom Model Training: When you accumulate sufficient annotated data, leverage the ability to train custom models effortlessly via an intuitive UI, with the click of a button.

Why Choose This Training?
– Experienced Instructors: Our trainers are not just academicians; they have spearheaded multiple large-scale data annotation projects. Their rich experience ensures a practical approach to teaching, grounded in real-world challenges and solutions.
– Interactive Learning: Unlike conventional lectures, our training is hands-on. Instructors will be available during assignments to clarify doubts, offering a continuous learning experience.
– Certification: The journey culminates in a certification exam. Those who engage in the hands-on exercises and clear the exam will be awarded a certificate, recognizing them as Certified Data Annotation Experts.

Step into the world of data annotation with confidence and competence. Enroll now and set yourself on the path to becoming an expert in delivering successful data annotation projects.

Applied Generative AI for Business Leaders

Dates to be announced

 

Training Location: Online

Price: $295

Applied Generative AI for Business Leaders
Training

Like any other technology, Natural Language Processing (NLP) requires business, product, and design leaders to understand what it can and cannot do – so that they can understand what opportunities it holds for improving their customers’ experience and bottom line with a solid ROI.

This five-hour live online workshop presents key concepts in NLP such as named entity recognition, document classification, transformers, pipelines, training, and annotation – but through the lens of real-world projects that got from concepts to production systems. The content is organized as a series of case studies, each starting with a business use case, diving into the solution architecture, explaining how NLP played part in the solution, and ends with best practices and lessons learned.

The instructor is a seasoned technology executive and NLP expert who oversaw the construction & operations of dozens of AI & NLP systems, and will be available for questions during and after the workshop.

Hear from students

Spark NLP

I really appreciate their team’s willingness to help and am amazed by what can be done using Spark NLP!

Angelina Leigh, Hitachi Data Systems
Spark NLP

John Snow Labs Spark NLP training was well organized and easy to follow, I enjoyed that the sessions were focused on coding but also included a more general overview of the process. In addition to the webinar training, many resources were made available to participants which was very helpful in taking the certification exam.

Sarah Gans, Whiteswan
Spark NLP

The Spark NLP training sessions covered an astonishing amount of material and have been a valuable resource for me to come back to whenever I am unsure of an implementation. John Snow Labs clearly put a great deal of effort into creating a broad ranging curriculum that builds upon previous lessons, while still emphasizing how simple it is to create a complex pipeline with Spark NLP.

***

The instructor was attentive to questions and feedback during and after the session, and the certification exam that followed challenged me to think and dig deeper than just the surface of the course material. I highly recommend this course to anyone who is new to Spark NLP or to those who want to bolster their confidence in working with it.

Ethan Hill, McKesson

Training & Certification FAQ

Training

We offer seven training courses. All are hands-on workshops and the instructors are current lead contributors to John Snow Labs’ software libraries:

  • "Certified Spark NLP Data Scientists” focuses on the open source Spark NLP library
  • "Certified Healthcare NLP for Data Scientists” focuses on the Healthcare NLP library
  • "Certified Visual NLP for Data Scientists” focuses on the Visual NLP library
  • "Certified Finance NLP for Data Scientists” focuses on the Finance NLP library
  • "Certified Legal NLP for Data Scientists” focuses on the Legal NLP library
  • "Applied Generative AI for Data Scientists" focuses on Generative AI use cases, the Medical Chatbot, and the Generative AI Lab.
  • "Medical Language Models for Data Scientists" focuses on the John Snow Labs’ Healthcare NLP & LLM software.

Training courses are done online, with a live instructor.

The training courses are 1-2 days long. Each day includes four hours of live lectures and code walkthroughs.

Training courses are taught by current lead contributors to John Snow Labs’ software libraries who apply them in real-world projects on a day-to-day basis.

Of course. Live Q&A is encouraged and the instructor is also available to questions afterward.

We assume that you are a Python developer, know how to use its data science libararies, and are familiar with the basics of machine learning. Experience with Apache Spark is helpful but not required.

Yes. We can arrange courses to be done in person at your offices, and be customized to your specific use cases, programming language, or datasets.

Certification

We currently offer seven certifications, each matches the training course of the same name:

  • “Certified Spark NLP Data Scientists” focuses on the open source Spark NLP library
  • “Certified Healthcare NLP for Data Scientists” focuses on the Healthcare NLP library
  • “Certified Visual NLP for Data Scientists” focuses on the Visual NLP library” focuses on the open source Spark NLP library
  • “Certified Finance NLP for Data Scientists” focuses on the Finance NLP library
  • “Certified Legal NLP for Data Scientists” focuses on the Legal NLP library
  • “Certified Applied Generative AI Data Scientist”
  • “Certified Medical Language Models Data Scientist”

Register for the next training course + certification exam - there’s one every quarter - and pass it!

Each training course is designed to help you prepare for one certification. When you register for a training course you’ll automatically be given access to the exam after the training.

The exam will be accessible right after the training and you can complete it up to 14 days after the training.

An official digital certificate from John Snow Labs that includes your name, the type of certification, and the date in which you earned it.

Forever. Remember though that employers who see a 2-year-old certification will likely ask you how you’ve been keeping your skills up to date.

At this time, we only offer training & certification for hands-on data scientists.

Exam

20-30 multiple-choice questions about John Snow Labs libraries’ features, code, models, and best practices.

It’s an online exam.

70%.

From the moment you start the exam, you have 90 minutes to complete it.

English.

It’s a multiple-choice exam so it’s graded automatically by counting the correct answers.

You'll see your results right after completing the exam. If you pass it, we will send you the certificate via email.

You'll have two attempts in total to pass the exam.

A desktop or laptop computer with a good Internet connection and a modern browser.

Not currently.

Download and run the software, run the Python notebooks relevant to the certification you’re taking, and read the documentation. The training courses are intended to prepare data scientists for the certification exam as well.

Payment

Registration is done through Eventbrite which accepts PayPal and all major credit cards.

Of course. You can download a receipt at the end of the checkout process.

Yes, but your company will have to pay it using the online form before the training starts. We do not currently support alternative payment methods or terms.

Yes! Please email us to describe your situation and needs.

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