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Data Science Courses
ZeroToMastery - Machine Learning with Spark ML 2025-9
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Last updated
Sep 2025
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ZeroToMastery - Machine Learning with Spark ML 2025-9
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Course content
Sections:
4
•
Activities:
1
•
Resources:
24
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Section 1
Introduction
Announcements
1 Introduction Machine Learning with SparkML
2 What Is Machine Learning
Section 2
Setup and Useful Resources
4 Optional What Is a Virtualenv
Section 3
Machine Learning with Spark ML Create a Data Pipeline, Train a Model + more
1 Regression Algorithms
2 Building a Regression Model
3 Training a Model
4 Model Evaluation
5 Testing a Regression Model
6 Model Lifecycle
7 Feature Engineering
8 Improving a Regression Model
9 Machine Learning Pipelines
10 Creating a Pipeline
11 Exercise House Price Estimation
12 Exercise House Price Estimation Solution
13 Classification
14 Classifiers Evaluation
15 Training a Classifier
16 Hyperparameters
17 Optimizing a Model
18 Exercise Loan Approval
19 Exercise Loan Approval Solution
20 Deep Learning
Section 4
Where To Go From Here
1 Lets Keep Learning Together
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ZeroToMastery - Machine Learning with Spark ML 2025-9
Course modified date:
7 Sept 2025
ZeroToMastery - Machine Learning with Spark ML 2025-9
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