Course Overview: Explore the future of technology with TalentPathProdigy’s AI and Machine Learning course. This program is crafted to provide participants with an in-depth understanding of algorithms, model training, and application development. Gain hands-on experience in creating intelligent, learning systems that are at the forefront of technological innovation.
Module 1: Introduction to Artificial Intelligence and Machine Learning
- Understanding the fundamentals of AI and machine learning
- Historical perspective and key concepts
- Overview of supervised and unsupervised learning
Module 2: Algorithms and Model Development
- Exploration of popular machine learning algorithms (e.g., regression, classification, clustering)
- Model training and evaluation techniques
- Hyperparameter tuning and optimization
Module 3: Deep Learning and Neural Networks
- Introduction to deep learning principles
- Neural network architectures and design
- Training deep learning models
Module 4: AI Application Development
- Building intelligent applications using AI and ML
- Integration of machine learning models into real-world scenarios
- Ethical considerations in AI application development
Module 5: Emerging Trends in AI and Machine Learning
- Overview of the latest trends and advancements
- Ethical and societal implications of AI
- Preparing for the future in AI and ML
Practical Projects: Engage in hands-on projects including implementing machine learning algorithms, developing and training neural networks, and creating AI-powered applications.
Assessment:
- Continuous assessment through practical projects
- Final project demonstrating the development and deployment of an AI application
- Knowledge assessment on algorithms, model development, and ethical considerations
Certification: Upon successful completion, participants undergo a two-step certification process involving coursework completion and a comprehensive assessment, ensuring a thorough understanding and practical application of AI and Machine Learning concepts.
Course Fees and Inquiries: For information on course fees or any inquiries, please feel free to contact us at info@talentpathprodigy.com.
