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Machine Learning Intermediate with Python

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Machine learning is a critical technology—and it’s everywhere. You might notice an email being forwarded to spam on its own, or you might receive personalized, local recommendations from Yelp. These examples are powered by machine learning. AI is undoubtedly a key component of our future, so get ahead of the curve with Dataquest.

This skill path is great for those who want to discover advanced machine learning techniques like k-nearest neighbors, decision trees, neural networks and more!

Deepen …

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Courses in this Learning Path
1
Machine Learning Fundamentals
Dataquest Course via Dataquest
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Duration : 9 hours
Price :₹3,699
Level :Intermediate
Learn Type :Certification
Machine Learning Fundamentals

Our Machine Learning Fundamentals course will teach you the basics of machine-learning. We will cover concepts like K-Nearest Neighbors Algorithms (KNN), and discuss error metrics such the Mean Squared Error, and Root Mean Squared Error. Hyperparameter optimization is a technique that optimizes machine learning algorithms to improve the accuracy and performance. Next, you will learn about …

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2
Calculus For Machine Learning
Dataquest Course via Dataquest
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Duration : 3 hours
Price :₹3,699
Level :Intermediate
Learn Type :Certification
Calculus For Machine Learning

Calculus is an important area in mathematics, and plays an integral part in many machine-learning algorithms. A solid understanding of calculus is essential if you are to be able to understand the workings of machine learning algorithms as a data scientist.

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3
Linear Algebra For Machine Learning
Dataquest Course via Dataquest
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Duration : 4 hours
Price :₹3,699
Level :Intermediate
Learn Type :Certification
Linear Algebra For Machine Learning

Linear algebra is an important area of mathematics and essential to understanding how machine learning algorithms work. Linear algebra for machine learning will teach you the concepts of machine learning systems such as neural networks, and how to backpropagate them.

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4
Linear Regression For Machine Learning
Dataquest Course via Dataquest
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Duration : 8 hours
Price :₹3,699
Level :Intermediate
Learn Type :Certification
Linear Regression For Machine Learning

Linear Regression for Machine Learning Course will teach you the basics of linear regression and how to use it for machine learning.

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5
Machine Learning in Python: Intermediate
Dataquest Course via Dataquest
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Duration : 7 hours
Price :₹3,699
Level :Intermediate
Learn Type :Certification
Machine Learning in Python: Intermediate

Our interactive intermediate course in machine learning will help you dive deeper into machine learning. Additional algorithms like logistic regression and k–means clustering will be taught. Additionally, you'll learn how to detect overfitting as well as the bias-variance tradeoff.

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6
Decision Trees
Dataquest Course via Dataquest
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Duration : 7 hours
Price :₹3,699
Level :Advanced
Learn Type :Certification
Decision Trees

Our Decision Trees course will help you dive deeper into machine learning. This course will teach you how to implement a decision tree from scratch.

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7
Deep Learning Fundamentals
Dataquest Course via Dataquest
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Duration : 5 hours
Price :₹3,699
Level :Advanced
Learn Type :Certification
Deep Learning Fundamentals

Deep Learning Fundamentals teaches you the basics of deep learning networks. This course will teach you how to use scikit-learn for building and training neural networks. You will learn about graph theory, activation functions and hidden layers as well as how to classify images.

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8
Machine Learning Project
Dataquest Course via Dataquest
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Duration : 3 hours
Price :₹3,699
Level :Advanced
Learn Type :Certification
Machine Learning Project

Now that you have the skills, it is time to put them together. In our Machine Learning Project course, you will learn how to create a complete data science project. This includes data cleaning and machine learning.

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9
Kaggle Fundamentals
Dataquest Course via Dataquest
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Duration : 6 hours
Price :₹3,699
Level :Intermediate
Learn Type :Certification
Kaggle Fundamentals

Our Kaggle Fundamentals course will show you how to get started, and how to participate in Kaggle competitions. Kaggle allows you to sign up and compete against other data scientists to create the most precise analysis of a given data set. Kaggle has a strong competition. Being among the top finishers will earn you bragging rights as well as a bullet point on your resume.