Data Science

Machine Learning Regression Masterclass in Python

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Build 8+ Practical Projects and Master Machine Learning Regression Techniques Using Python, Scikit Learn and Keras What you’ll learn Master Python programming and Scikit learn as applied to machine learning regression Understand the underlying theory behind simple and multiple linear regression techniques Apply simple linear regression techniques to predict product sales volume and vehicle fuel … Read more

TensorFlow Developer Certificate in 2021: Zero to Mastery

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Pass the TensorFlow Developer Certification Exam by Google. Become an AI, Machine Learning, and Deep Learning expert! What you’ll learn Learn to pass Google’s official TensorFlow Developer Certificate exam (and add it to your resume) Build TensorFlow models using Computer Vision, Convolutional Neural Networks and Natural Language Processing Complete access to ALL interactive notebooks and … Read more

Machine Learning with Imbalanced Data

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Learn multiple techniques to tackle data imbalance and improve the performance of your machine learning models What you’ll learn Under-sampling methods at random Under-sampling methods which focus on observations that are harder to classify Under-sampling methods that ignore potentially noisy observations Over-sampling methods to increase the number of minority observations Ways of creating syntethic data … Read more

Machine Learning A-Z™: Hands-On Python & R In Data Science

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Learn to create Machine Learning Algorithms in Python and R from two Data Science experts. Code templates included. What you’ll learn Master Machine Learning on Python & R Have a great intuition of many Machine Learning models Make accurate predictions Make powerful analysis Make robust Machine Learning models Create strong added value to your business … Read more