Advanced Predictive Techniques with Scikit-Learn& TensorFlow
Improve the performance predictive models, build more complex models and use techniques to improve quality of your predi
What You'll Learn in This Course
Master key concepts and practical skills through structured learning modules. By completing this curriculum, you'll gain valuable expertise applicable to real-world scenarios.
Learning Outcome 1
Use ensemble algorithms to combine many individual predictors to produce better predictions.
Learning Outcome 2
Apply advanced techniques such as dimensionality reduction to combine features and build better models.
Learning Outcome 3
Evaluate models and choose the optimal hyper-parameters using cross-validation.
Learning Outcome 4
Learn the foundations for working and building models using Neural Networks.
Learning Outcome 5
Learn different techniques to solve problems that arise when doing Predictive Analytics in the real world
Skills You'll Develop
This comprehensive Advanced Predictive Techniques with Scikit-Learn& TensorFlow curriculum is designed to take you from foundational concepts to advanced implementation. Each module builds upon the previous, ensuring a structured learning path that maximizes knowledge retention and practical application.
Course Requirements & Target Audience
Understand what you need to succeed in this course and determine if it's the right fit for your learning goals
What you need before starting this Advanced Predictive Techniques with Scikit-Learn& TensorFlow course:
- This course presents some of the most advanced Predictive Analytics tools, models, and techniques currently having a big impact on every industry. The main goal is to show the viewer how to improve the performance of predictive models—firstly, by showing how to build more complex models and secondly, by showing how to use related techniques that dramatically improve the quality of predictive models.
This course is perfect for:
- Motivated learners at any level
- Self-paced students
- Anyone interested in the subject
This course might not be suitable if:
- • You're looking for a quick tutorial rather than comprehensive learning
- • You prefer learning without structured curriculum
- • You need highly specialized or niche content
Course Information & Details
Everything you need to know about this online course, from duration to certification
Course Instructor
Packt Publishing
Expert instructor with industry experience
Course Language
English
All materials in English
Start Your Learning Journey Today
This online course offers comprehensive training with expert instruction, practical exercises, and a certificate of completion. Join thousands of students advancing their careers through quality online education.
View Current Pricing
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What's Included
- 3.5 hours on-demand video
- 1 downloadable resource
- Access on mobile and TV
- Certificate of Completion
- Full lifetime access
- ✓Instant access after enrollment
- ✓Learn at your own pace
- ✓Direct enrollment with Udemy
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Advanced Predictive Techniques with Scikit-Learn& TensorFlow isn't for you? Don't worry, explore these courses and advance your skills or learn something totally new.