ai and ml training in kengeri
Distance Learning / by ispecsolutons bangalore / 56 views
IPEC Solutions offers AI and ML training in Kengeri, Bangalore, through hands-on programs that cover core concepts and practical applications.
Course Focus
The training teaches how smart systems process data, learn patterns, and make decisions. Students build skills in machine learning algorithms, deep learning, and tools like Python and TensorFlow. It includes real-world projects such as image classification and text processing.
Key Modules
Programs feature structured modules on essential topics. Core areas include:
Machine learning basics: Logistic regression, K-means clustering, KNN, SVM, decision trees, random forests, and ensemble techniques like bagging.
Feature engineering: Handling missing values, scaling, encoding, and pipelines.
Dimensionality reduction: Principal Component Analysis (PCA).
Deep learning: Neural networks, CNNs for computer vision (e.g., cat vs. dog classification), RNNs, transformers, BERT, and GANs.
NLP: Regex, word embeddings, question-answering bots using Hugging Face.
Cloud integration: AWS for data science and Azure ML studio.
- Listing ID: 60111