Machine Learning using Python – Advanced

Data Science is one of the fastest growing fields in technology. Get the dream job of Data scientist by mastering the skills you need to analyze data with SQL and Python.

Objective of the program

To introduce the participant to the advanced statistical algorithms in Machine learning and how it can be implemented in Python.

Topics covered

• Introduction to Statistics
• Exploratory Data Analysis (EDA)
• Model Selection & Evaluation
• Linear Regression
• Prediction of Car Prices – Case Study
• Logistic Regression
• Decision Trees and Random Forests
• Clustering (K-means)
• Naive Bayes
• Support Vector Machines (SVM)
• Telecom Churn – Case Study

Why choose this program?

• Certification Program
• Self paced, with tons of additional learning materials to refer
• Learn advanced statistical algorithms in one single course
• A dedicated mail id for query support and guidance, unlike other online courses
• Step by step approach to guide you from basics on every topic
• 2 case studies with solutions
• Quiz for every module to test your understanding

Key Takeaways

• Build different ML models using advanced statistical algorithms
• Practise two case studies to enhance your knowledge