EXCELLENCE TECHNOLOGY · SECTOR 72, MOHALI

Artificial Intelligence Course in Mohali

Python, machine learning and practical AI projects

Build a foundation in Python, prepare data, evaluate machine learning models and explore neural networks. Learn through assignments and guided project work.

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Syllabus copies are supplied by our advisor after your enquiry. Ask for the current fees and batch availability.

Artificial Intelligence learning illustration

What you will learn

  • Python programming and data preparation
  • Machine learning model training and evaluation
  • Neural networks, NLP and computer vision
  • Responsible AI and model deployment

Who is this course for?

Students and graduates building practical skills, professionals exploring a new specialisation, and learners preparing a project portfolio.

Discuss your background so the team can recommend a suitable starting level.

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Course syllabus

Explore the published course topics below. Advanced modules depend on the selected program; confirm your written learning plan before joining.

  • Definition of AI
  • History and evolution of AI
  • AI applications in real-world scenarios
  • Types of machine learning (supervised, unsupervised, reinforcement)
  • Training, validation, and test sets
  • Feature engineering and selection
  • Introduction to Python
  • Data types, variables, and operators
  • Control structures and loops
  • Data cleaning and transformation
  • Handling missing data
  • Data normalization and scaling
  • Basic concepts of neural networks
  • Activation functions
  • Forward and backward propagation
  • Linear regression
  • Logistic regression
  • Support Vector Machines (SVM)
  • K-means clustering
  • Hierarchical clustering
  • Principal Component Analysis (PCA)
  • Text preprocessing
  • Tokenization and stemming
  • Sentiment analysis
  • Deep neural networks (DNN)
  • Convolutional Neural Networks (CNN)
  • Recurrent Neural Networks (RNN)
  • Transfer learning
  •  
  • Decision trees and Random Forests
  • Gradient Boosting techniques (XGBoost, LightGBM)
  • Ensemble methods
  • Markov Decision Processes (MDP)
  • Q-learning and policy gradients
  • Applications in game playing and robotics
  •  
  • Word embeddings (Word2Vec, GloVe)
  • Named Entity Recognition (NER)
  • Sequence-to-Sequence models
  • Image classification and object detection
  • Image segmentation
  • Generative Adversarial Networks (GANs)
  • Ethical considerations in AI
  • Addressing bias in AI models
  • Fairness and transparency
  • Model deployment and serving
  • Cloud platforms for AI (AWS, Azure, GCP)
  • Containerization (Docker) and orchestration (Kubernetes)
  • Applying AI techniques to a real-world problem
  • Designing, implementing, and evaluating an AI solution

Projects and practical learning

Apply the syllabus through guided exercises, assignments and a capstone project. Agree a project brief that matches your level, document your approach and present the result with feedback.

  • Python programming and data preparation
  • Machine learning model training and evaluation
  • Neural networks, NLP and computer vision

Choose your program

Ask about the current Regular, Premium, Platinum, Diamond and Diploma options. Compare the included modules, duration, project scope, assessment and support before choosing.

The course title alone does not mean every advanced topic is included in every option.

Talk to a Learning Advisor

Visit our Mohali centre

Excellence Technology
C-133, First Floor, Industrial Area Phase 8, Sector 72, Mohali

+91 93177 88822

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Mohali Centre Details

Frequently asked questions

Build a foundation in Python, prepare data, evaluate machine learning models and explore neural networks. Learn through assignments and guided project work.

Students, graduates and professionals can discuss a suitable starting level with the Mohali team. Basic computer skills help. Ask for a prerequisite check before choosing an advanced module.

Duration depends on the chosen program and its included modules. Ask the Mohali admissions team for the current duration, weekly timetable and project requirements in writing before enrolling.

Contact the Mohali team on +91 93177 88822 for a current fee quotation and batch availability. Confirm included modules, payment terms and any additional costs before enrolling.

A certificate is provided on successful completion of the Artificial Intelligence training requirements. Confirm the certificate issuer, assessment and eligibility with the team for your chosen program. This does not imply an external vendor certification.

No. Placement assistance may include resume guidance, interview preparation and job-search support, subject to the selected program. Employment, salary, interviews and employer selection are not guaranteed.

Use Download Course Syllabus to request the current syllabus from our advisor. It is supplied after your enquiry; this button does not begin an instant file download. Confirm the modules included in your selected program.

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