Machine Learning with Python: A Hands On Approach

New Jersey Alliance for Clinical & Translational Sciences (NJ ACTS) Machine Learning with Python Training Series
Welcome to the registration for the Machine Learning with Python Training brought to you by the New Jersey Alliance for Clinical & Translational Sciences Workforce Development Core.

In order to proceed, each participant must fulfill the following criteria:
- Review fundamental workshop course module descriptions here.
- Review 4.5 hours of basic training pre-recorded lessons before Tuesday, June 20, 2023
- Review 4.5 hours of advanced training pre-recorded lessons before Thursday, June 22, 2023
- Have a Google ID to access the Google Cloud Platform.
During this workshop, all participants will learn to....
- Apply concepts, methodologies, and frameworks of data mining to improve patient care.
- Collect, organize, and analyze large sets of data to gain a meaningful understanding.
- Use data mining tools and techniques to provide support for patient care decision making.
- Get to know the practical skills of using open-source machine learning tools (Scikit-learning) to solve real-world medical-related data mining problems.
- Communicate the results of data mining and recommendations of actions to others effectively.
- Develop and apply critical thinking, problem-solving, and decision-making skills needed for data mining and analysis.
The 2-Hour Hands-on practice includes the following breakout session topics:

Where should I run my data mining and machine learning?
- Programming in Python vs. R
- Reproducible Results with Python Notebooks
- Software packages
- Steep Learning Curve in setting up your computing environment for data mining practice
- Move your stuff to Cloud, Google Colab
This 4-hour workshop can be applied to multiple specializations or Professional programs offered in the NJACTS Community.
Name*

First NameLast Name
Email*
example@example.com
To which gender identity do you most identify?*

MaleFemaleNon-binaryGender Variant/Non-ConformingPrefer not to discloseNot Listed
Qualification*

Bachelor's DegreeMaster's DegreeJD MD PhD or EquivalentNo Degree
Which institution are you affiliated with?*

Rutgers-New BrunswickRutgers-RBHSRutgers-NewarkRutgers-NewarkRutgers-CamdenNew Jersey Institute of TechnologyPrinceton UniversityOther
Are you a Trainee?*

YesNo
What kind of trainee are you?*

Undergraduate StudentProfessional StudentPost DocResident
What is your current Role within the Translational & Clinical Research enterprise?*

Principal Investigator/Co-InvestigatorPhysician/Pharmacist/Nurse/ClinicianClinical Research Monitor/MonitorClinical Research Coordinator/Study NurseLaboratory Researcher/TechnicianCommunity Engaged ResearcherProject Manager/Research ManagerData Management Professional (Biostatistician/Data Analyst)Regulatory Affairs ProfessionalResearch AdministratorDrug Development Scientist (Corporate)Educator/TrainerLibrarianOther
Please explain your current role
Identify the level where your research or clinical science is performed:*

T0 Basic Science ResearchT1 Translation to HumansT2 Translation to PatientsT4 Translation to Community
Prior to the announcement of this workshop, were you familiar with the concept of Machine learning?*

YesNo

How would you rate your current ability to complete the following tasks?*

	Unable	Needs alot of Work	Needs Little Work	Pretty good as is	Extremely Effective
Apply concepts, methodologies, and frameworks of data mining to improve patient care.
Collect, organize, and analyze large sets of data to gain a meaningful understanding.
Use data mining tools and techniques to provide support for patient care decision making.
Know the practical skills of using open-source machine learning tools (Scikit-learning) to solve real-world medical-related data mining problems.

What type of data analysis do you perform in your daily work?*

Descriptive AnalysisDiagnostic AnalysisPredictive AnalysisPrescriptive Analysis
How long have you worked in within the Translational & Clinical Research enterprise?*

0-2 years3-5 years6-10 years>10 years

On a scale of 0 to 3 indicate your current competency level in Machine Learning with the skills listed below:*

	I am a novice with machine learning	I am competent with machine learning, but will need supervision	Yes, I am autonomous with the applications of machine learningd
Computer Science Fundamentals and Programming
Probability and Statistics
Data Modeling and Evaluation
Applying Machine Learning Algorithms and Libraries
Software Engineering and System Design

What 3-5 words come to mind when you hear the term machine learning ?*

Artificial Intelligence (AI)Big Data ScienceTechnologyAlgorithmAnalyticsCircuitRobotStatisticsBrainInnovationSoftwareClusteringCommunicationDeep LearningDigital TransformationOther
Select the type of Artificial Intelligence application that you are familiar with:*

Reactive MachinesLimited MemoryTheory of mindSelf-awarenessNone of the Above
What is your current level of R language competency?*

NoneBasicIntermediaryAdvanced
What is your current level of Python competency?*

NoneBasicIntermediaryAdvanced
How often is Python used in your career?*

NeverRarelyOccasionallyVery Often
What is your current level of Scikit learning (machine learning package in Python) competency?*

NoneBasicIntermediaryAdvanced
What training session are you most interested in attending?*

Basic Training (June 20th at 10a)Advanced Training (June 22nd at 10a)Both
Why did you decide to register for the Summer 2023 workshop? (Select all that apply)*

I am seeking to learn the basic concepts of machine learningI am seeking to learn about a few algorithms to further analyze dataI am seeking ways to advance my career in Clinical Research with tools from machine learningI am seeking to know how I can integrate machine learning in the field of bioinformaticsOther
Thank you for Registering! The details for the Machine Learning with Python Training are indicated below:

MACHINE LEARNING WITH PYTHON

BASIC TRAINING
Time: June 20, 2023 10:00 AM Eastern Time (US and Canada)

ADVANCED TRAINING
Time: June 22, 2023 10:00 AM Eastern Time (US and Canada)
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New Jersey Alliance for Clinical & Translational Sciences (NJ ACTS) Machine Learning with Python Training Series