Foundations of Machine Learning
This course is part of Fractal Data Science Professional Certificate.
This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Fractal Data Science Professional Certificate program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.
Instructors:
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What you'll learn
Build and evaluate machine learning models
Apply appropriate metrics for model assessment
Develop regression and tree-based models
Implement unsupervised learning techniques
Solve real-world business problems using ML
Skills you'll gain
This course includes:
6 Hours PreRecorded video
12 assignments
Access on Mobile, Tablet, Desktop
FullTime access
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Get a Completion Certificate
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There are 6 modules in this course
This comprehensive course covers fundamental machine learning concepts and techniques. Students learn supervised and unsupervised learning approaches, model evaluation methods, and practical applications through real-world business cases. The curriculum includes hands-on implementation of various algorithms including KNN, regression, decision trees, and clustering.
Introduction to Machine Learning
Module 1 · 2 Hours to complete
Building Your First Machine Learning (ML) Model for Synergix Solutions
Module 2 · 4 Hours to complete
Evaluating Prediction Models
Module 3 · 3 Hours to complete
Linear and Logistic Regression
Module 4 · 5 Hours to complete
Decision Trees for Synergix Solution
Module 5 · 4 Hours to complete
Introduction to Unsupervised Learning
Module 6 · 4 Hours to complete
Fee Structure
Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Fractal Data Science Professional Certificate
Instructor
Data Science and AI Education Leade
Analytics Vidhya, partnered with Fractal Analytics, offers professional training in advanced machine learning algorithms, SQL data analysis, and business intelligence tools like Power BI through Coursera. Their courses emphasize hands-on projects, practical skills such as regularization, ensemble learning, hyperparameter tuning, and model selection, preparing learners for real-world data science challenges. Through expert instruction and comprehensive modules, Analytics Vidhya supports continuous upskilling in AI, machine learning, and data analytics, empowering professionals to excel in dynamic tech environments.
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Frequently asked questions
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