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Artificial Intelligence Certificate

Artificial Intelligence

About Program

*Program has been approved for delivery by top level of industry specialists.

The Artificial Intelligence (AI) Professional Certificate at Sterling College equips students with the technical and conceptual skills needed to build intelligent systems and solve complex problems using machine learning and deep learning.  Throughout the program, students will work with Python, TensorFlow, Scikit-learn, and other modern tools to develop models that can learn, adapt, and generate insights from data.

Learners will explore core areas such as supervised and unsupervised learning, neural networks, natural language processing (NLP), and computer vision. The program emphasizes practical, hands-on experience to ensure that students can apply their knowledge in real-world scenarios across industries like finance, healthcare, retail, and automation. Upon completion, students will earn a Professional Certificate in Artificial Intelligence, making them ready for exciting roles in the rapidly growing AI job market.

Program Details

Upon successful completion of the program, graduates will be positioned to enter careers such as AI Developer, Machine Learning Engineer, Data Analyst (AI), NLP Specialist, Computer Vision Assistant, and many more!

Program Name

Artificial Intelligence

Start Date

Fall, Winter, Summer

Program Cost

$2000

Program Format

Online / Onsite

Program Length

40 hrs

Credential

Certificate

Program Outline

  • Understand the difference between Artificial Intelligence, Machine Learning, and Deep Learning

  • Explore real-world AI use cases across industries

  • Learn Python basics: variables, loops, functions, and control structures

  • Work with NumPy and Pandas for data manipulation

  • Study linear algebra concepts: vectors, matrices, dot product

  • Understand basic probability and statistical distributions

  • Clean and preprocess data using Python tools

  • Visualize data using Matplotlib and Seaborn

  • Understand supervised learning: Linear & Logistic Regression, Decision Trees

  • Learn unsupervised learning: K-Means Clustering, Hierarchical Clustering, PCA

  • Practice model evaluation techniques: Accuracy, Precision, Recall, F1 Score

  • Avoid overfitting/underfitting using Cross-Validation

  • Implement models using Scikit-learn

  • Build a predictive model using real-world datasets

  • Complete a mini project: e.g., house price prediction or customer segmentation

  • Learn the fundamentals of neural networks and perceptron

  • Understand forward and backpropagation

  • Build basic deep learning models using TensorFlow and Keras

  • Understand CNNs for image classification

  • Learn RNNs and LSTMs for sequence data

  • Understand NLP concepts: tokenization, stopwords, stemming, TF-IDF

  • Perform sentiment analysis using deep learning models

  • Build a text classification or image recognition project

  • Explore generative AI tools (e.g., ChatGPT, OpenAI APIs)

  • Learn prompt engineering for different use cases

  • Understand AI ethics, fairness, and bias in decision-making

  • Study practical AI applications in healthcare, retail, finance, and marketing

  • Plan, build, and present a complete AI project (Capstone)

  • Deploy your project to GitHub as part of your portfolio

  • Receive career guidance and resume optimization tips

  • Get certified and prepare for freelancing or job applications

Program Requirements

All students are required to meet the following admissions requirements:

How to Apply

Upon successful completion of the program, graduates will be positioned to enter careers such as AI Developer, Machine Learning Engineer, Data Analyst (AI), NLP Specialist, Computer Vision Assistant and many more!

Our Process

Complete our online application form

We will review your application.

Once accepted, we will send you an offer later and payment details.

Once we receive payment, we will send you a letter of acceptance.

If you are an international student you can now apply for a study permit.

You are now ready to start your program!

Apply Now

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