Summer Training in Machine Learning is a short-term learning program designed to provide participants with practical knowledge and skills related to machine learning algorithms and techniques. Machine learning is a subset of artificial intelligence that enables systems to learn and improve from experience without being explicitly programmed.
Become an industry expert with our intense summer training program offered at Next–G Classes, one of the most popular IT Institutes in Delhi / NCR. Our special summer training program has been designed for students, professionals, and entrepreneurs who want to master the skills in different fields of Information Technology.
Here are some key areas that are typically covered in Summer Training for Machine Learning at Next G Classes:
-
Introduction to Machine Learning: Understanding the basics of machine learning, its applications, and different types of learning algorithms.
-
Data Preprocessing: Learning how to clean, preprocess, and prepare data for machine learning models.
-
Supervised Learning: Understanding algorithms for classification and regression tasks with labeled data.
-
Unsupervised Learning: Exploring clustering and dimensionality reduction techniques for unsupervised learning tasks.
-
Model Evaluation: Learning how to assess the performance of machine learning models using metrics like accuracy, precision, recall, and F1 score.
-
Cross-Validation: Understanding cross-validation techniques to validate model performance on different subsets of data.
-
Feature Engineering: Exploring techniques to select and engineer relevant features from the data for better model performance.
-
Model Selection and Tuning: Learning how to choose the right machine learning algorithms and tune hyperparameters for optimal results.
-
Introduction to Deep Learning: Understanding the basics of neural networks and deep learning for more complex tasks.
-
Project Work: Working on hands-on machine learning projects to apply the concepts learned during the training.
The training program often includes practical exercises, real-world datasets, and case studies to help participants gain hands-on experience in building and deploying machine learning models.
The duration of summer training in machine learning can vary, with some programs lasting a few weeks to a couple of months. Participants with a strong background in mathematics and programming are likely to benefit the most from this training.
By the end of the training, participants should have acquired foundational knowledge in machine learning, including data preprocessing, model building, and model evaluation. These skills are highly valuable in various industries, such as data science, artificial intelligence, predictive analytics, and more, where machine learning techniques are employed to extract insights and make data-driven decisions.
Summer Training at Next–G Classes helps students in the long run of their career. It makes their professional journey seamless by offering enriched learning and practical experience.
KEY POINT OF SUMMER TRAINING AT NEXT-G CLASSES
- Maximum 3-4 students in a batch
- Unlimited Practice session with WI FI facility and system
- Regular, Fast Track, Weekend Training mode are available
- Online Training Facility are available
- 6+ years industry expert trainers will teach you
- Live project on your desired topics or college topics
- Training Certificate after course completion
- Free Domain and Hosting on 6 Months summer training program
