Artificial Intelligence Training in Marina Bay

Artificial Intelligence Training in Marina Bay, Singapore

Explore the principles, methods, and applications of AI to solve complex real-world problems.

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Artificial Intelligence Training is a professional training program delivered by ProgNXT in Marina Bay, Singapore. ProgNXT, a globally recognized corporate training provider in 55+ countries, offers this Artificial Intelligence Training course with hands-on, instructor-led sessions. Artificial Intelligence (AI) training provides participants with a comprehensive understanding of AI concepts, techniques, and applications in...

Expert Panel

Designed by the ProgNXT AI & Data Science Expert Panel, specializing in Generative AI, Machine Learning, and ChatGPT applications

ProgNXT AI & Data Science Expert Panel

Course Code: PRO02
21 Hrs
Last Updated: April 2026

Course Rating5/5

Artificial Intelligence (AI) training provides participants with a comprehensive understanding of AI concepts, techniques, and applications in real-world scenarios. The course covers key topics such as machine learning, neural networks, natural language processing, computer vision, and reinforcement learning, using tools like Python, TensorFlow, and PyTorch. Participants learn to build and train AI models, evaluate their performance, and deploy them for tasks such as predictive analytics, image recognition, and chatbots. Hands-on exercises emphasize practical applications, including dataset preparation, feature engineering, and algorithm selection for AI projects. By the end of the training, attendees will be proficient in designing and implementing AI solutions to enhance decision-making and automation across industries.

Basic programming knowledge (preferably in Python)
Familiarity with basic mathematical concepts such as linear algebra and probability

Upon completing the Artificial Intelligence course, participants will:

Gain a comprehensive understanding of Artificial Intelligence principles.
Learn to develop AI solutions from scratch using Python.
Understand machine learning and deep learning techniques.
Work with neural networks and natural language processing.
Gain insights into deploying AI models in real-world scenarios.

AI Fundamentals: Understanding the core concepts and applications of AI.
Machine Learning Proficiency: Ability to design, train, and evaluate machine learning models.
Deep Learning Expertise: Knowledge of neural networks and how to implement them using TensorFlow/Keras.
Natural Language Processing: Skills to build models for text analysis and generation.
Model Deployment: Hands-on experience in deploying AI models to production environments.

Participants will be assessed on:

AI Principles: Understanding key AI concepts and terminologies.
Machine Learning Models: Proficiency in designing and evaluating supervised and unsupervised models.
Neural Networks: Ability to build and optimize neural network architectures.
Practical AI Applications: Solving real-world problems with AI.
Model Deployment: Understanding steps to deploy AI models.

Certificate of Completion: Participants who attend all sessions and successfully complete the course assessments will receive a ProgNXT Certificate of Completion for the Artificial Intelligence Training course.

Foundations of Artificial Intelligence

Introduction to Artificial Intelligence

Overview of AI and its applications
History and evolution of AI
Key terminologies in AI

Python for AI

Setting up the Python environment for AI
Overview of AI libraries: NumPy, Pandas, Scikit-learn
Practical exercise

Introduction to Machine Learning

Understanding supervised and unsupervised learning
Types of ML algorithms
Practical exercise

Machine Learning and Deep Learning

Supervised Learning

Regression and classification models
Evaluating model performance
Practical exercise

Unsupervised Learning

Clustering and dimensionality reduction techniques
Practical exercise

Introduction to Deep Learning

Understanding neural networks
Overview of TensorFlow and Keras frameworks
Practical exercise

Advanced Topics and Deployment

Natural Language Processing (NLP)

Basics of text analysis
Sentiment analysis and text classification
Practical exercise: Implementing a simple NLP model

AI Model Deployment

Exporting and saving models
Deployment options: Flask, FastAPI, and cloud platforms
Practical exercise: Deploying an AI model

Hands-On Exercises

Solving a real-world problem using AI
Integrating machine learning and deep learning techniques
Presenting project outcomes and recommendations

Comprehensive training slides and documentation
Python scripts and datasets for hands-on exercises
Reference materials and access to online AI resources

Participants will be evaluated through hands-on exercises, a capstone project, and a final assessment quiz.
ProgNXT Certificates of completion will be awarded to participants who successfully complete the course assessments.

Artificial Intelligence Training Events in marina-bay

Online Events

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More Upcoming Session Dates

October 2026

🌐 Online Instructor-Led

23rd Oct 2026→25th Oct 2026

November 2026

📍 Marina Bay, Singapore

10th Nov 2026→12th Nov 2026

🌐 Online Instructor-Led

11th Nov 2026→13th Nov 2026

📍 Marina Bay, Singapore

22nd Nov 2026→24th Nov 2026

🌐 Online Instructor-Led

24th Nov 2026→26th Nov 2026

December 2026

📍 Marina Bay, Singapore

7th Dec 2026→9th Dec 2026

🌐 Online Instructor-Led

8th Dec 2026→10th Dec 2026

🌐 Online Instructor-Led

25th Dec 2026→27th Dec 2026

📍 Marina Bay, Singapore

27th Dec 2026→29th Dec 2026

Events for other courses in Marina Bay, Singapore

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Artificial Intelligence Training in Marina Bay