Certified AI & ML BlackBelt+ Program

Here are the courses covered as part of the Certified AI & ML BlackBelt+ program:

Data Science and Machine Learning

• Applied Machine Learning - Beginner to Professional: This course starts from basics of Python, Statistics and provides you all the tools and techniques you need to apply Data Science & Machine Learning to solve business problems. We will cover the basics of machine learning and how to build, improve and deploy your machine learning models.
• Retail Demand Prediction using Machine Learning - This course provides an end to end case study to build retail demand prediction for a large retailer. Starting from the business problem, converting it into a data problem and applying machine learning to solve the problem - you see an end to end case study and project in Machine Learning.
• Fundamentals of Deep Learning - Starting from the basics of Neural Networks and Deep Learning - this course provides you with all the basics of Deep Learning, its various architectures and its applications to build Intelligence on images and text.
• AI & ML for Business Leaders - If you are a Business Leader and want to understand how Machine Learning and Artificial Intelligence is applicable to various business functions - this is just the right course for you.

Machine Learning and Deep Learning Specializations

• Natural Language Processing (NLP) using Python: Want to become an NLP Expert? This course is the perfect starting point which covers the core components you need to start your NLP journey
• Natural Language Processing (NLP) using PyTorch (available Aug '20) - This course teaches you the latest tools and techniques using the cutting edge library PyTorch
• Computer Vision using Deep Learning (available June '20): Computer vision is the future - the amount of jobs that will open up in deep learning in the coming years will be staggering. In this course, work on real world computer vision case studies, learn the fundamentals of deep learning and get familiar with tips and tricks to improve your computer vision models

Master the Tools and Languages

• Tableau 2.0: Master Tableau from Scratch: Convert your data into actionable insights, create dashboards to impress your clients, and learn Tableau tips, tricks, and best practices for your analytics, business intelligence or data science role!
• Microsoft Excel: Beginners to Advanced: MS Excel is still the most widely used tool for day to day analysis across the world. By the end of this course, you will have mastered Excel, Pivot Tables, Conditional Formatting and will be ready to crunch numbers like a pro!
• Structured Query Language (SQL) for Data Science: SQL is a must-have skill for every data science professional. This course will start from the basics of databases and structured query language (SQL) and teach you everything you would need in any data science profession

Preparing for your next Data Science Interview

• Ace Data Science Interviews: Data science interviews can be daunting if you don’t know what to expect. You might feel you have all the knowledge and yet you keep getting rejected. This course will guide you on how to navigate data science interviews, lay down a comprehensive 7-step process, and help you land your dream data science role!
• Structured Thinking and Communication for Data Science Professionals: Whether you are creating dashboards for your business customers or solving cutting-edge machine learning problems, structured thinking and communications is a must have skill for every data professional
• Up-Level your Data Science Resume: Crafting the perfect data science resume is critical to landing your first data science role. Learn the various aspects of designing a resume that will give you the best chance of landing that interview you’ve been looking for