AI for Industry Trial Current Status Not Enrolled Price Closed Get Started This course is currently closed Course Content Expand All Introduction to Python IPY-1: Introduction to Python IPY-2: Python Data Science Toolbox (Part 1) IPY-3: Python Data Science Toolbox (Part 2) Regression SLRM-1 Regression SLRM-2 Exploratory Data Analysis 1 Quiz Expand Lesson Content SLRM-2 Exploratory Data Analysis Quiz SLRM-3 Building a Linear Regression Model 1 Quiz Expand Lesson Content SLRM-3 Building a Linear Regression Quiz SLRM-4 Understanding Bias/Variance Trade-off SLRM-5 Building a KNN Regressor 1 Quiz Expand Lesson Content SLRM-5 Building a KNN Regressor Quiz Classification SLCL-1 Classification 2 SLCL-2 Exploratory Data Analysis 1 Quiz Expand Lesson Content SLCL-2 EDA Quiz SLCL-3 Classification using KNN 1 Quiz Expand Lesson Content SLCL-3 KNN Classification Quiz SLCL-4 Handling Data Imbalance 1 Quiz Expand Lesson Content SLCL-4 Data Imbalance Quiz SLCL-5 Decision Trees and Ensemble Methods SLCL-6 Logistic Regression and building your own Ensemble 1 Quiz Expand Lesson Content SLCL-6 Trees and Ensemble Methods Quiz Setting Up Machine Learning Environment SMLE-1 Setting up your Machine Learning environment SMLE-2 Getting to know your tools SMLE-3 How to install your tools SMLE-4 Practice Git SMLE-5 The Bash terminal SMLE-6 IDEs vs Jupyter Notebook 1 of 2
