AI and Machine Learning Essentials with Python

This specialization will prepare learners to enter the exciting fields of artificial intelligence (AI) and machine learning. Across four courses, learners will familiarize themselves with AI, machine learning and deep learning essentials, while also gaining experience with statistics–the backbone of any machine learning problem. Learners will use Python to write programs that accomplish basic AI and machine learning tasks. By the end of this specialization, learners will be able to confidently use and discuss AI and machine learning tools and concepts, improve their Python skills, and be primed for more advanced study in these fields

• Understand philosophical, scientific, and historical foundations of AI and ML
• Apply Python programming to build AI algorithms and ML models
• Use essential statistics to develop and analyze ML models
• Implement and compare regression and classification algorithms

• Basic familiarity with AI concepts
• Willingness to engage in applied exercises