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Machine Learning and Deep Learning Course

Master Machine Learning and Deep Learning with VRG Technologies – Your Gateway to Advanced Tech Skills. Comprehensive Training Institute in Madipakkam, Chennai

Course Description:

Harness the power of Machine Learning and Deep Learning with our comprehensive course designed to provide a strong foundation in modern AI techniques. This course covers everything from mastering essential algorithms to building sophisticated deep learning models, offering a complete learning experience that includes hands-on assignments and real-world case studies.

Students will gain practical experience with popular machine learning libraries such as TensorFlow and Keras, ensuring they are equipped with the necessary skills for real-world applications in data science and artificial intelligence. By the end of this course, participants will be well-prepared to tackle complex data challenges and contribute to innovative solutions in the rapidly evolving field of AI.

Course Objective:

  • Master core Machine Learning algorithms for effective implementation.
  • Build and optimize advanced predictive models for complex challenges.
  • Develop proficiency in designing and training Deep Learning models.
  • Apply AI techniques to real-world scenarios through hands-on projects.
  • Prepare for industry roles with a strong foundation and project portfolio.

Audience

This Machine Learning and Deep Learning course is designed for aspiring data scientists eager to launch their careers in data science. It is also ideal for IT professionals seeking to enhance their skills in artificial intelligence and machine learning. Students in computer science or mathematics looking to deepen their understanding of AI technologies will benefit significantly. Additionally, business analysts aiming to leverage data insights for strategic decision-making, entrepreneurs interested in integrating AI solutions into their startups, and researchers exploring advanced AI applications will find this course invaluable.

What you'll learn in this Course?

  • Simple Linear Regression
  • Multiple Linear Regression
  • Polynomial Linear Regression
  • Logistic Regression
  • K-Nearest Neighbors (KNN)
  • Decision Tree
  • Ensemble Algorithms: Random Forest, Bagging, Boosting
  • Regularization Methods: L1 and L2 Regularization
  • Support Vector Machine (SVM)
  • Naive Bayes
  • Natural Language Processing (NLP)
  • Clustering Algorithms: K-Means and Hierarchical Clustering
  • Time Series Analysis
  • Web Scraping with BeautifulSoup:
  • Deep Learning Algorithms:
    1. Artificial Neural Network (ANN)
    2. Convolutional Neural Network (CNN)
    3. Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM)
  • OpenCV Applications:
  1. Face and Eye Detection in Real-Time Images
  2. Motion Detection
  3. Object Detection

Prerequisites

To succeed in the Machine Learning and Deep Learning course, students should have a basic understanding of programming, preferably in Python. A solid foundation in mathematics, including linear algebra, calculus, and probability, is essential. Familiarity with statistical concepts such as mean, median, and variance will aid in data analysis. Additionally, a willingness to participate in hands-on projects and a problem-solving mindset are crucial for tackling data challenges effectively in the field of artificial intelligence.

Certification

Participants will receive a certification of completion from VRG Tech Training, an ISO 9001:2015 certified organization, upon successful completion of the course.

How to Enroll?

For more information and to enroll in our Machine Learning and Deep Learning course, visit www.vrgtechtraining.com or contact us at 91501 39611.

Join us at our Velachery, Chennai center and take the first step towards mastering essential AI techniques and data science skills.

Don’t miss the opportunity to enhance your career with hands-on experience in artificial intelligence!

Get your doubts clarified now