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Machine Learning Fundamentals with Python

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Total Duration
20 Hours

Machine learning is changing the world and if you want to be a part of the ML revolution, this is a great place to start! In this track, you’ll learn the fundamental concepts in Machine Learning. 

Courses in this Learning Path
1
Supervised Learning with scikit-learn
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Supervised Learning with scikit-learn

Machine learning refers to the science of teaching computers and machines how to use data from the past to predict future data. What is the best way to determine if a tumor is benign or not? Which customers will transfer their business to another company. Is this spam mail? This course will show you how to use Python to do machine learning's most important component, supervisedlearning. You'll …

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2
Unsupervised Learning in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Unsupervised Learning in Python

Imagine that you have customers with different characteristics. For example, their location, age and financial history. You need to identify patterns and group them together. A collection of text, such as Wikipedia pages, might be available that you wish to organize into different categories according their content. Unsupervised learning refers to unsupervised learning. Unsupervised learning is …

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3
Linear Classifiers in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Linear Classifiers in Python

This course will show you how scikit-learn can be used to teach linear classifiers. Once you've learned how to use these methods you can dive into their ideas to discover what makes them tick. This course will show you how to tune and train these Python linear classifiers. This course will also help you understand other machine learning algorithms.

4
Case Study: School Budgeting with Machine Learning in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Case Study: School Budgeting with Machine Learning in Python

Data science is not only useful for predicting ad clicks but also helps to make a social impact. This is a case study from a Machine Learning Competition at DrivenData. This course will address a problem that impacts school district budgeting. Schools can compare their spending with other schools easier by creating a model which automatically classifies items in school budgets. This course will …

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5
Introduction to Deep Learning in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Introduction to Deep Learning in Python

Deep learning, a machine-learning technique, is capable of enabling the most remarkable capabilities in a wide range of areas such as robotics and natural language processing. AlphaGo is one example. This course will provide hands-on experience in deep learning using Keras 2.0. Keras 2.0 is the latest version of a Python library that allows deep learning.

6
Machine Learning Fundamentals with Python
DataCamp Course via DataCamp
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Duration : 20 hours
Price :₹1,093
Level :Beginner
Learn Type :Certification
Machine Learning Fundamentals with Python

Machine learning is revolutionizing the world. This track is a great place for you to begin if your goal is to become a part the ML revolution! This track will teach you the basics of Machine Learning.