Search result for Basic machine learning course Online Courses & Certifications
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Applied Machine Learning in Python
by Kevyn Collins-Thompson- 4.6
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Approx. 34 hours to complete
This course will introduce the learner to applied machine learning, focusing more on the techniques and methods than on the statistics behind these methods. The course will start with a discussion of how machine learning is different than descriptive statistics, and introduce the scikit learn toolkit through a tutorial. Key Concepts in Machine Learning...
Fundamentals of Machine Learning for Healthcare
by Matthew LungrenTop Instructor , Serena YeungTop Instructor- 4.8
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Approx. 12 hours to complete
But we will never realize the potential of these technologies unless all stakeholders have basic competencies in both healthcare and machine learning concepts and principles. This course will introduce the fundamental concepts and principles of machine learning as it applies to medicine and healthcare. Learn important approaches for leveraging data to train, validate, and test machine learning models....
Getting Started with AWS Machine Learning
by Blaine SundrudTop Instructor- 4.5
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Approx. 9 hours to complete
Machine learning (ML) is one of the fastest growing areas in technology and a highly sought after skillset in today’s job market. This course will teach you how to get started with AWS Machine Learning. Machine Learning Algorithms Explained Machine Learning Pipeline The Machine Learning Process Key problems that Machine Learning can address and ultimately help solve....
Apply Creative Machine Learning
by Mick Grierson , Louis McCallum , Rebecca Fiebrink- 0.0
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Discover the creative side of machine learning with this free course using hands-on examples. Basic JavaScript (via a provided crash course as additional content)What machine learning isWhat creative machine learning isHow to create simple machine learning systems in javascriptHow to better understand core concepts in machine learningUnderstanding classificationUnderstanding regression...
Free
Machine Learning for Accounting with Python
by Linden Lu- 0.0
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Approx. 63 hours to complete
This course, Machine Learning for Accounting with Python, introduces machine learning algorithms (models) and their applications in accounting problems. This course provides an entry point for students to be able to apply proper machine learning models on business related datasets with Python to solve various problems. MODULE 1: INTRODUCTION TO MACHINE LEARNING...
Build, Train, and Deploy ML Pipelines using BERT
by Antje Barth , Shelbee Eigenbrode , Sireesha Muppala , Chris Fregly- 4.7
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Approx. 10 hours to complete
In the second course of the Practical Data Science Specialization, you will learn to automate a natural language processing task by building an end-to-end machine learning pipeline using Hugging Face’s highly-optimized implementation of the state-of-the-art BERT algorithm with Amazon SageMaker Pipelines. Week 2: Train, Debug, and Profile a Machine Learning Model...
Big Data Applications: Machine Learning at Scale
by Alexey A. Dral , Vladimir Lesnichenko , Evgeny Frolov , Ilya Trofimov , Pavel Mezentsev , Emeli Dral- 3.8
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Approx. 28 hours to complete
Machine learning is transforming the world around us. With these skills, you will be able to tackle many practical machine learning tasks. These people never sleep to babysit this course day and night, to make your learning experience productive, smooth and exciting. Machine Learning Applications for BigData (Optional) Business applications of the machine learning...
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Microsoft Azure Machine Learning
by Microsoft- 4.8
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Approx. 11 hours to complete
Machine learning is at the core of artificial intelligence, and many modern applications and services depend on predictive machine learning models. Training a machine learning model is an iterative process that requires time and compute resources. You should be familiar with basic computing concepts and terminology, general technology concepts, including concepts of machine learning and artificial intelligence....
Python and Machine Learning for Asset Management
by John Mulvey - Princeton University , Lionel Martellini, PhD- 3
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Approx. 17 hours to complete
Then, we will see how this new insight from Machine learning can complete and improve the relevance of the analysis. Machine Learning for Investment Decisions: A Brief Guided Tour Machine learning techniques for robust estimation of factor models Machine learning techniques for efficient portfolio diversification Machine learning techniques for regime analysis...
A Crash Course in Data Science
by Jeff Leek, PhD , Brian Caffo, PhD , Roger D. Peng, PhD- 4.5
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Approx. 7 hours to complete
In this one-week class, we will provide a crash course in what these terms mean and how they play a role in successful organizations. How statistics, machine learning, and software engineering play a role in data science Machine learning further reading Machine learning Machine learning Understand how Statistics and Machine Learning affect Data Science...
