Build Deep Learning for Biology from Scratch in Python and TensorFlow
Learn how to snag the most in demand role in the tech field today!
This course includes.
Curriculum & lectures.
+ 01 Course Overview 4 lectures
+ 02 Regression Fundamentals - Theory Behind the Code 4 lectures
+ 03 Build a K Nearest neighbors regression model to predict diabetes 5 lectures
+ 04 Build Regression Machine Learning Models to Detect Diabetes 5 lectures
+ 05 Data analysis and transformation on blood cell data 7 lectures
+ 06 Cluster blood cells based on fluorescent intensities 5 lectures
+ 07 Preprocess a malignant vs benign cancer mass dataset 4 lectures
+ 08 Build an SVM model to classify malignant vs benign cancer mass 7 lectures
+ 09 Build a logistic regression model to classify malignant vs benign cancer mass 3 lectures
+ 10 Improve model accuracy with tuning methods 9 lectures
+ 11 Prepare heart disease data for machine learning 4 lectures
+ 12 Predict heart disease with machine learning 6 lectures
+ 13 Deep learning and neural networks introduction 3 lectures
+ 14 Build a neural network to find malaria in cells 7 lectures
About this course.
Welcome to the Machine Learning and Deep Learning for Biology course! In this comprehensive program, you will embark on a journey to explore the fascinating intersection of biology and cutting-edge technologies like Python and TensorFlow.
Throughout the course, you will learn how to apply machine learning and deep learning techniques to solve complex problems in the field of biology. You will discover the power of Python programming language and TensorFlow framework, which are widely used in the tech industry for developing intelligent systems.
This course is designed to equip you with the skills and knowledge needed to excel in the rapidly growing field of bioinformatics. You will delve into topics such as data preprocessing, feature engineering, model building, and evaluation, all tailored specifically for biological applications.
By the end of the course, you will have a deep understanding of the core concepts and techniques in machine learning and deep learning. You will have hands-on experience in developing models that can analyze biological data, make predictions, and unlock valuable insights.
Whether you are a biologist, bioinformatician, or someone with a keen interest in the intersection of biology and technology, this course will provide you with the necessary tools to thrive in the tech field. Prepare to enhance your Python and TensorFlow skills, and embark on an exciting journey into the world of machine learning and deep learning for biology.
Don't miss this opportunity to snag one of the most in-demand roles in the tech industry today. Enroll now and unlock the potential of machine learning and deep learning in the field of biology!
Taught by people who ship.
John Bura
Founder and CEO of Mammoth Club and Course Pro, the #1 AI-powered Learning Management System for course and content development, training and evaluation.
Bundled items.
2 courses
Ready to start building?
Learn how to snag the most in demand role in the tech field today!