Why Data Science with AI?

Overall build and scale AI with trust and transparency to drive digital transformation, deliver personalized custortmer experiences and make more data-backed decisions.

• Accelerate time to value with visual data science tools.
• Track and measure outcomes from AI across its lifecycle.
• Adapt and govern AI quickly to changing business situations.
• Optimize business outcomes with prescriptive analytics.
• Debias AI with transparency and explainability.

Part-Time

Fast forward your career in the IT industry with a part-time course at School of IT. In turn Part-time courses allow working professionals to transition into a new skill set while working. Moreover at School of IT we are agile and customize a course to the individual.

Full Time

Ready to start a career in IT? Learn the introduction to data science with Python as a full time student at School of IT, Thus beginning your career in Artificial Intelligence.

High School

Learn about python with Data Science and prepare for the future while you’re still in high school. Thus no matter where you are, we come to you! Thus giving you the analytical skills to pursue your dreams!

Corporate

Learn about Artificial Intelligence (AI) Training in South Africa and up skill yourself or your company while you’re working. Thus no matter where you are, we come to you and give the tools to move up in your company.

Course Objectives.

By the end of the Data Science and AI using Python Training Course, students will have usable knowledge of the following:

Introduction to Data Science/AI

• Knowledge acquisition through data
• Knowledge representation
• Value creation
• Data Science overview
• AI ecosystem and new approach to analytics
• Key technologies

Data Science workflow

• Crisp-dm
• Data preparation
• Model planning
• Model building
• Communication
• Deployment

Data Science technologies

• Languages used for prototyping
• Big Data technologies
• End to end solutions to common problems
• Introduction to Python language
• Integrating Python with Spark

AI in Business

• AI ecosystem
• Ethics of AI
• How to drive AI in business

Data sources

• Types of data
• SQL vs NoSQL
• Data Storage
• Data preparation

Data Analysis – Statistical approach

• Probability
• Statistics
• Statistical modeling
• Applications in business using Python

Machine learning in business

• Supervised vs unsupervised
• Forecasting problems
• Classfication problems
• Clustering problems
• Anomaly detection
• Recommendation engines
• Association pattern mining
• Solving ML problems with Python language

Deep learning

• Problems where traditional ML algorithms fails
• Solving complicated problems with Deep Learning
• Introduction to Tensorflow

Natural Language processing

Data visualization

• Visual reporting outcomes from modeling
• Common pitfalls in visualization
• Data visualization with Python

From Data to Decision – communication

• Making impact: data driven story telling
• Influence effectivnes
• Managing Data Science projects

The career prospects for AI Courses South Africa is high in demand. Artificial Intelligence is everywhere: on all platforms and devices and in all countries around the world!

• All in all Python Developer
• Cloud Developer.
• Data Analyst.
• Furthermore a Data Scientist.
• Become a Cloud DevOps Engineer.
• Thus become a Azure Software Engineer.
• Networking Specialist.