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Machine Learning: Basics to Advanced in Python

 

Machine Learning: Basics to Advanced in Python

Machine Learning: Basics to Advanced in Python Machine Learning & Data Science in Python with real life based hands-on practice. Source codes included.

What you'll learn

  • Hands-on explanation of every major ML techniques in detail: Supervised, Unsupervised, Reinforcement Learning
  • Regression, Classification, Ensemble Modeling.
  • Implementation of every concepts with source code made available.
  • Regression (Simple, Polynomial, and Multinomial)
  • Classification (Logistic Regression, K-Nearest Neighbors (KNN), Support Vector Machine (SVM), Decision Tree, Naive Bayes)
  • Ensemble Modeling (Voting Classifier, Bagging, Boosting, Stacking, Random Forest)
  • Model Development, Deployment and Monitoring.
  • All the source codes are made available to you for your use.
  • Clustering
  • Data Visualization with MatPlotLib and Seaborn
  • Use train, test and Cross Validation to choose and tune data
  • Feature Engineering (Reduce Noise, Outliers) and Data Preprocessing
  • Practical examples of How to trade-off between Bias, Variance, Irreducible errors using Ensemble Learning model and Bagging, Boosting
  • Understand how to implement Machine Learning at massive scale
  • Understand math and statistics behind Machine Learning models

Requirements

  • To be able to operate computer
  • A lot of curiosity!
  • Some knowledge of Python programming and high school level math will be an asset

Description

Join the most comprehensive Machine Learning Hands-on Course, because now is the time to get started!

  • From basic concepts about Python Programming, Supervised Machine Learning, Unsupervised Machine Learning to Reinforcement Machine Learning, Natural Language Processing (NLP), this course covers it all you need to know to become a successful Machine Learning Professional!
  • But that's not all! Along with covering all the steps of Machine Learning functions, this course also has quizzes and projects, which allow you to practice the things learned throughout the course!
  • You'll not only learn about the concepts but also practice each of those concepts through hands-on and real-life Projects.
  • And if you do get stuck, you benefit from extremely fast and friendly support - both via direct messaging or discussion. You have my word!
  • With more than two decades of IT experience, I have designed this course for students and professionals who wish to master how to develop and support industry-standard Machine learning projects.
  • This course will be kept up-to-date to ensure you don't miss out on any changes once Machine Learning is required in your project!

Why Machine Learning?

  • In modern times, Machine Learning is one of the most popular (if not the most!) career choices. According to available data, Machine Learning Engineer Is The Best Job of 2019 with a 344% growth and an average base salary of $146,085 per year.
  • If you are looking for a thriving career in Data Analytics, Artificial Intelligence, Robotics, this is the right time to learn Machine Learning.
  • Don't be left out and prepare well for these opportunities.

So, what are you waiting for?

  • Pay once, benefit a lifetime! This is an evolving course! Machine Learning , and future enhancements will be covered in this course. You won’t lose out on anything! Don’t lose any time, gain an edge, and start now!

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