Python for Machine Learning bootcamp
Interested in the field of Machine Learning ? Then this course is for you !This course has been designed by two professional Data Scientists so that we can share our knowledge and help you learn complex theory, algorithms and coding libraries in a simple way.We will walk you step-by-step into the World of Machine Learning. With every tutorial you will develop new skills and improve your understanding of this challenging yet lucrative sub-field of Data Science.This course is fun and exciting, but at the same time we dive deep into Machine Learning. It is structured the following way:01 – Python basic02 – Object-Oriented Programming 03 – Numpy04 – Matplotlib05 – Panda06 – Data Visualization – Plotly and Cufflinks07 – Data Visualization in Pandas08 – Seaborn09 – In troduction to Machine Learning 10 – Linear Regression 11 – Logistic Regression Titanic Dataset12 – KNN algorithm13 -SVM14 – Decision Tree Classifier and Regressor15 – Random Forest Classifier and Regressor16 – K-Mean Clustering17 – Principal Component Analysis (PCA) 18 – Ensemble Learning19 – Learning Curve20 – Python Interview QuestionsMoreover, the course is packed with practical exercises which are based on real-life examples. So not only will you learn the theory, but you will also get some hands-on practice building your own models.And as a bonus, this course includes Python code templates which you can download and use on your own projects.