Best Applied Machine Learning Online Courses, Training with Certification-2019 Updated

Best Applied Machine Learning Online Courses

#1 Applied machine learning for Everyone 

  • Know and apply solutions for a small dataset
  • Being able to use text in machine learning
  • Apply a solution for deciding which features to use
  • Know a way to handle missing dat
  • Finally apply a machine learning algorithm in practice, test it’s performance and make your own prediction
  • You might open up new career opportunities for you which are not only highly rewarding but also offer more job satisfaction

Machine Learning is currently one of the hottest topics out there. From movie recommendation systems to self driving cars – technology shifts towards ML. Google, Amazon, Microsoft and co. all applying machine learning algorithms to create new products and better serve their customers. The working place of tomorrow is related to ML. No wonder that interest has drastically risen. The difficult question for beginners is how to get into it. From my personal experience the best way is to get one’s hands dirty and apply machine learning in practice. Instead of spending long hours and try to understand all theory behind it, it’s much better to simply execute it because at the end of the day, it boils down to that.

#2 Applied Machine Learning in R

  • Understand the essential concepts related to machine learning
  • Perform model cross-validation to assess model stability on independent data sets
  • Execute advanced regression analysis techniques: best subset selection regression, penalized regression, PLS regression
  • Perform logistic regression and discriminant analysis
  • Apply complex classification techniques: naive Bayes, K nearest neighbor, support vector machine, decisiontrees
  • Use neural networks to make predictions
  • Use principal components analysis to detect patterns in variables
  • Conduct cluster analysis to group observations into homogeneous classes

All the machine learning procedures are explained live, in detail, on real life data sets. So you will advance fast and be able to apply your knowledge immediately – no need for painful trial-and-error to figure out how to implement this or that technique in R. Within a short time you can have a solid expertise in machine learning.

Machine learning skills are very valuable if you intent to secure a job like data analyst, data scientist, researcher or even software engineer. So it may be the right time for you to enroll in this course and start building your machine learning competences today!

#3 Decision Trees for Machine Learning From Scratch

Learn to build decision trees for applied machine learning from scratch in Python.

  • The most common decision tree algorithms
  • Understand the core idea behind decision trees
  • Developing code from scratch
  • Applying ML for practical problems

Decision trees are one of the hottest topics in Machine Learning. They dominate many Kaggle competitions nowadays. Empower yourself for challenges.

This course covers both fundamentals of decision tree algorithms such as ID3, C4.5, CART, Regression Trees and its hands-on practical applications. We will create our own decision tree framework from scratch in Python. Meanwhile, step by step exercises guide you to understand concepts clearly.

We Advice you to learn via Online Courses, Rather than Books, But We Suggest you use Books Only for reference purpose

Best Applied Machine Learning Books:

 

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Best Applied Machine Learning Online Courses

Best Applied Machine Learning Online Courses

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