Courses

Certified Program in Artificial Intelligence & Machine Learning

Course Overview

Are you ready to dive into the exciting world of Artificial Intelligence (AI) and Machine Learning (ML)? QuantumTech Institute’s Certified Program in Artificial Intelligence & Machine Learning is designed to equip you with the knowledge and skills needed to excel in this rapidly growing field.

Whether you are new to artificial intelligence or looking to upskill yourself – our Certified program in Artificial Intelligence & Machine Learning can help elevate your career prospects. With its industry-relevant curriculum, instructor-led interactive classes, and emphasis on practical problem-solving, this program provides a solid foundation for aspiring AI&ML professionals like yourself.

Do not miss out on this opportunity! Enroll now at QuantumTech Institute’s Certified Program in Artificial Intelligence & Machine Learning and embark on an exciting journey towards becoming a highly sought-after professional in the field of AI and machine learning.

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    Key Features

    Course Duration: 8 – 9 months
    Certification
    Flexible schedules
    Industry relevant curriculum
    Comprehensive coverage

    Real-Time Projects: 2
    100% job-oriented
    Instructor-led teaching
    Real-world case studies
    Agile methodologies

    Project Based Learning
    100% placement support
    Access to recordings
    Interactive learning environment
    Language of instruction – English

    Industry-expert international English-speaking instructors

    Whom this course is for?

    • High school students
    • Undergraduates of any stream (domain) of studies who aspires a career in full-stack development
    • Postgraduates of any stream (domain) of studies who aspires a career in full-stack development
    • Employed or unemployed individuals of any domain who wish to upgrade existing skills or aspire a career change in software and web application development
    • No prior knowledge or experience in computer studies required

    What is covered?

    Module 1: Introduction to Artificial Intelligence and Machine Learning

    • Introduction to AI and ML concepts| History and evolution of AI and ML
    • Applications of AI and ML in various industries
    • Overview of different techniques, algorithms, and frameworks used in AI and ML

    Module 2: Data Preprocessing for Machine Learning

    • Understanding the importance of data preprocessing | Data cleaning, transformation, and normalization techniques | Handling missing data, outliers, and categorical variables

    Module 3: Supervised Learning Algorithms

    • Linear regression models | Logistic regression models | Decision trees | Random forests
    • Support vector machines (SVM)

    Module 4: Unsupervised Learning Algorithms

    • K-means clustering | Hierarchical clustering | Principal Component Analysis (PCA)
    • Association rule learning

    Module 5: Reinforcement Learning Techniques

    • Markov decision process (MDP)| Q-learning algorithm| Deep Q-networks (DQN)

    Module 6: Neural Networks for Deep Learning

    • Introduction to deep learning| Feedforward neural networks| Convolutional neural networks (CNNs)| Recurrent neural networks (RNNs)

    Module 7: Natural Language Processing

    • Text preprocessing techniques | Sentiment analysis | Text classification
    • Named entity recognition

    Module 8 : Computer Vision

    • Image processing techniques| Object detection| Image segmentation| Face recognition

    Module 9 : Deep Reinforcement Learning

    • Introduction to deep reinforcement learning | Policy gradient methods |
    • Q-learning with experience replay

    Module10 : Implementing Neural Networks using TensorFlow,Keras,and PyTorch

    • TensorFlow basics | Keras for building deep learning models | PyTorch for research-oriented model development

    Course Fees

    USD 1799 USD 799 (7 999 dh)

    Installments: Monthly

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      Why choose our AI & ML Program?

      1. Industry-relevant curriculum: Our course offers a comprehensive curriculum that is tailored to meet the demands of the industry. Led by industry-expert instructors, you will learn cutting-edge techniques and tools used in AI and ML development. The curriculum covers both theoretical concepts as well as hands-on practical experience, ensuring a well-rounded understanding of the subject.

      2. Real-world case studies: At QuantumTech Institute, we believe that learning is most effective when it is applied to real-world scenarios. Throughout the training, you will work on real-life case studies and projects that replicate challenges faced by professionals in AI and ML industries. This hands-on approach allows you to develop problem-solving skills while gaining practical experience.

      3. Industry-expert instructors: You will be guided by experienced instructors who have a deep understanding of AI and ML technologies. They bring their real-world experience into the classroom, providing valuable insights and mentorship as you navigate through each module of the course.

      4. Interactive learning environment: Our instructor-led classes foster an interactive learning environment where students actively engage with both peers and instructors. You will participate in collaborative discussions, coding exercises, and Q&A sessions that enhance your learning experience.

      5.Comprehensive coverage: The course covers a wide range of topics including data preprocessing, algorithms implementation for supervised/unsupervised/reinforcement learning, neural networks, natural language processing, computer vision, deep learning models, and more. You will gain hands-on experience with popular frameworks such as TensorFlow, Keras, and PyTorch.

      6.Job Placement Assistance: We are committed not only to your education but also your career success. As part of our program, we offer job placement assistance which includes resume building, interview preparation, and connections with top companies actively seeking skilled AI&ML professionals.

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