LearnQuest
AI for Scientific Research Specialization

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LearnQuest

AI for Scientific Research Specialization

Launch Your Career in Data Science. Use artificial intelligence to discover and test hypothesis.

Sabrina Moore
Neelesh Tiruviluamala
Rajvir Dua

Instructors: Sabrina Moore

4,716 already enrolled

Included with Coursera Plus

Get in-depth knowledge of a subject
3.1

(59 reviews)

Beginner level

Recommended experience

1 month at 10 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers
Get in-depth knowledge of a subject
3.1

(59 reviews)

Beginner level

Recommended experience

1 month at 10 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers

What you'll learn

  • How to use AI in scientific situations to discover trends and patterns within datasets

  • The complete machine learning process

  • Use artificial intelligence to predict sequences in datasets

Overview

What’s included

Shareable certificate

Add to your LinkedIn profile

Taught in English
17 practice exercises

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from LearnQuest

Specialization - 4 course series

What you'll learn

  • Employ artificial intelligence techniques to test hypothesis in Python

  • Apply a machine learning model combining Numpy, Pandas, and Scikit-Learn

Skills you'll gain

Category: Scikit Learn (Machine Learning Library)
Category: Python Programming
Category: NumPy
Category: Pandas (Python Package)
Category: Data Manipulation
Category: Data Structures
Category: Feature Engineering
Category: Machine Learning
Category: Regression Analysis
Category: Statistical Methods
Category: Supervised Learning
Category: Predictive Modeling
Category: Data Analysis
Category: Statistical Hypothesis Testing
Category: Classification And Regression Tree (CART)
Category: Exploratory Data Analysis
Category: Programming Principles
Category: Data Science

What you'll learn

  • Implement and evaluate machine learning models (neural networks, random forests, etc.) on scientific data in Python

Skills you'll gain

Category: Supervised Learning
Category: Artificial Neural Networks
Category: Data Cleansing
Category: Machine Learning
Category: Dimensionality Reduction
Category: Unsupervised Learning
Category: Predictive Modeling
Category: Machine Learning Algorithms
Category: Python Programming
Category: Data Processing
Category: Data Transformation
Category: Random Forest Algorithm
Category: Applied Machine Learning
Category: Artificial Intelligence and Machine Learning (AI/ML)

What you'll learn

Skills you'll gain

Category: Artificial Neural Networks
Category: Random Forest Algorithm
Category: Tensorflow
Category: Scikit Learn (Machine Learning Library)
Category: Predictive Modeling
Category: Keras (Neural Network Library)
Category: Python Programming
Category: Supervised Learning
Category: Machine Learning
Category: Deep Learning
Category: Regression Analysis
Category: Classification And Regression Tree (CART)

What you'll learn

  • Analyzing genome sequences to find similarities and identify target subsequences using predctive models.

Skills you'll gain

Category: Dimensionality Reduction
Category: Bioinformatics
Category: Unsupervised Learning
Category: Predictive Modeling
Category: Regression Analysis
Category: Exploratory Data Analysis
Category: Molecular Biology
Category: Applied Machine Learning
Category: Deep Learning
Category: Data Manipulation
Category: Pandas (Python Package)
Category: Machine Learning
Category: Drug Development
Category: Feature Engineering
Category: Scikit Learn (Machine Learning Library)
Category: Artificial Neural Networks
Category: Machine Learning Algorithms

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructors

Sabrina Moore
LearnQuest
3 Courses63,790 learners
Neelesh Tiruviluamala
LearnQuest
8 Courses19,103 learners
Rajvir Dua
LearnQuest
8 Courses19,103 learners

Offered by

LearnQuest

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