What You'll Learn
Mastering Data Science and AI for Professionals is a comprehensive program designed for individuals looking to advance their careers in the fields of data science and artificial intelligence. Over the course of six months, students will delve into advanced techniques, tools, and methodologies used in the industry. The program covers a wide range of topics, including machine learning, deep learning, data visualization, and AI ethics. Students will complete practical application labs and projects using real-world data sets, in 100% virtual class and lab sessions, lead by expert data science and AI industry professionals. By the end of the program, graduates will have the skills and knowledge needed to tackle complex data science projects and leverage AI in their professional roles, and receive an industry recognized Certification in Data Science and AI. Become a Data Science & AI Powerhouse: Enroll in our comprehensive online program and gain in-demand skills to thrive in this exciting field. Master core data science & AI principles & applications: -Machine Learning with Python: Implement algorithms & build intelligent systems. -Predictive Modeling Process: Learn step-by-step model building, from data collection to deployment -Feature Selection: Identify key data features for improved model performance -Overfitting: Learn techniques to prevent overfitting & ensure model generalization -Supervised Learning: Explore algorithms like linear/logistic regression, decision trees, SVMs -Neural Networks & Deep Learning: Build sophisticated models for complex tasks -Ensemble Methods: Combine models for enhanced performance -Natural Language Processing (NLP): Process & analyze human language for various applications. -AI Prompt Engineering: Craft effective prompts for large language models (LLMs like ChatGPT, Gemini, Copilot, Stable Diffusion, etc.) -Data Visualization: Communicate findings effectively using industry-standard tools -And more!