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Machine Learning A-Z™: Hands-On Python & R in Data Science [Free Online Course] - TechCracked

Data Science and Machine Learning Bootcamp with Python & R™

Machine Learning , Python, Advanced Data Visualization, R Programming, Linear Regression, Decision Trees, NumPy, Pandas

This course includes:
  • 15 hours on-demand video
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of completion


What you'll learn
  • Learn the use of Python for Data Science and Machine Learning
  • Learn the use of Advanced R for Data Science and Machine Learning
  • Advance Data Visualization, Charts, Statistics, Statistics
  • Linear Regression, Logistic Regression, Poisson Regression
  • Time Series, Linear Regression, Decision tree, Data Manipulation,
  • In-depth Supervised and Unsupervised Mahine Learning
  • TensorFlow, Algorithms, Artificial Neural Networks, Clustering
  • In-depth jupyter, NumPy, Pandas, Matplotlib, Scikit learn, SVM, Random Forest,
  • Have a great intuition of a lot of Machine Learning models
  • Make robust Machine Learning models


Description

This course teaches big ideas in machine learning like how to build and evaluate predictive models. This course provides an intro to clustering in R from a machine learning perspective.

This online machine learning course is perfect for those who have a solid basis in R and statistics but are complete beginners with machine learning. You’ll get your first intro to machine learning.

After learning the true fundamentals of machine learning, you'll experiment with the techniques that are explained in more detail. By the end, you'll be able to learn and build a decision tree and to classify unseen observations with k-Nearest Neighbors.

Also, you'll be acquainted with simple linear regression, multi-linear regression, and k-Nearest Neighbors regression.

This course teaches the big ideas in machine learning: how to build and evaluate predictive models, how to tune them for optimal performance, how to preprocess data for better results, and much more.


At the end of this course, our machine learning and data science video tutorials, you’ll have a great understanding of all the main principles.

Also See : Data Science, Machine Learning, Data Analysis, Python & R

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