Certifications
Professional certifications and specializations in AI, Machine Learning, and Healthcare technologies.
DeepLearning.AI TensorFlow Developer (Professional Certificate)
2021
Comprehensive certification in building and deploying deep learning models with TensorFlow. Covers neural networks, CNNs, NLP, and time series forecasting. Includes hands-on projects in computer vision and natural language processing.
Advanced Time Series Analysis
2021
Advanced training in time series forecasting using deep learning. Covers RNNs, 1D CNNs, and hybrid models for sequence prediction. Includes real-world applications in financial and scientific forecasting.
Natural Language Processing with Deep Learning
2021
Specialized certification in modern NLP techniques. Covers transformers, BERT, sequence models, and text generation. Includes practical experience with sentiment analysis and language modeling.
Computer Vision and Deep Learning
2021
Advanced certification in computer vision applications. Covers CNN architectures, transfer learning, object detection, and image segmentation. Includes hands-on projects with real-world datasets.
TensorFlow Development Fundamentals
2021
Comprehensive training in TensorFlow development. Covers neural network design, model optimization, and deployment strategies. Includes practical implementation of computer vision and NLP models.
AI For Medicine Specialization
2020
Specialized certification in applying AI to medical diagnosis, prognosis, and treatment. Covers medical image analysis, risk modeling, and NLP for medical records. Includes practical experience with real-world medical datasets.
AI in Healthcare - Diagnosis
2020
Specialized training in medical image analysis using deep learning. Covers lung and brain disorder diagnosis using CNNs and advanced segmentation techniques.
AI in Healthcare - Prognosis
2020
Advanced training in medical prognosis using ML. Covers survival analysis, risk modeling, and predictive analytics for patient outcomes.
AI in Healthcare - Treatment
2020
Specialized certification in AI-driven treatment planning. Covers treatment effect prediction, model interpretation, and NLP for medical records analysis.
Mathematics for Machine Learning Specialization
2019
Advanced certification in mathematical foundations of machine learning. Covers linear algebra, calculus, and PCA with practical applications in neural networks, page rank algorithms, and dimensionality reduction.
Deep Learning Specialization
2018
Comprehensive specialization in deep learning fundamentals and applications. Covers neural networks, optimization algorithms, CNN architectures, sequence models, and practical aspects of ML projects.
Neural Networks and Deep Learning
2018
Foundational certification in neural network architectures and deep learning. Covers network design, vectorized implementation, and hyperparameter optimization.
Advanced Deep Learning Optimization
2018
Advanced training in deep learning optimization techniques. Covers hyperparameter tuning, regularization strategies, and model performance optimization.
Structuring Machine Learning Projects
2017
Advanced training in structuring and optimizing machine learning projects. Covers project management, error analysis, and ML system optimization strategies.
Convolutional Neural Networks
2018
Comprehensive training in CNN architectures and computer vision applications. Covers advanced architectures including residual networks and practical applications in visual detection and recognition.
Sequence Models
2018
Advanced training in sequence modeling and natural language processing. Covers RNN architectures including GRUs and LSTMs, with applications in text and audio processing.
Machine Learning
2016
Foundational course in machine learning, data mining, and pattern recognition. Covers supervised and unsupervised learning algorithms with practical applications.