Professional Diploma In Applied Artificial Intelligence

2 Jan 2023 till 27 Apr 2023 12:00 AM - 12:00 AM
Description:

Artificial intelligence (AI), machine learning, and deep learning are taught by academics, for academics. That’s why, most material is so dry and math-heavy.

Students need to know what really works in the industry and how to use it. We need less math and more courses with working code.

Here, “Applied AI Diploma” comes to help students to gain practical knowledge, skills, and abilities through a practical-oriented intensive curriculum of 4 months long, 102 pre-recorded lesson hours, distributed as 20% theoretical and 80% practical.

After successfully completing the diploma, students will be able to pursue a new career in the applied AI, machine learning, deep learning, and data science fields, and, therefore, they can apply for any entry-level data role.

Objectives:

• Fundamental concepts of artificial intelligence (AI), machine learning, deep learning, & data science
• Python 3.10 programming
• SQL programming
• Mastering Python with SQL
• Data Analysis
• Data Visualization
• Machine Learning
• Deep Learning
• Data sourcing
• Data cleaning & cleansing
• Applied statistics
• Regression
• Classification
• Clustering
• Artificial Neural Networks
• Multi-Layer Perceptron
• Convolutional Neural Network
• Recurrent Neural Network
• Natural Language Processing
• Computer Vision
• 4 End-To-End Projects (2 Versions/Project):
• Binary Classification
• Multi-Class Classification
• Regression
• Clustering
• 1 Capstone/Graduation Project
• Live coaching & mentorship
• Guidance
• Best Practices
• Project Management

Who Should Attend:

Anyone with good computer & English knowledge.

Course Length:
102 Hours
BAU Community Fees:
Fees: 400$

  • Poster

© 2016 Beirut Arab University. All rights reserved.