Esquema del curso
Artificial Intelligence
- Definitions of AI
- Types of AI
- Mathematics in AI
- Deep and Wide learning
- AI and SciFi
- AI in the Modern Age
Machine Learning
- Supervised vs. Unsupervised
- Classification
- Regression
- Clustering
- Dimensionality Regression
- Ensemble Methods
Expert Systems
- Rules Systems
- Feedback loops
- RETE and beyond
- Expert Systems in practice
Neural Networks
- Neural Networks
- Recurrent Neural Networks
- Long-Short Term Memory Networks
- Applying Neural Networks
Natural Language Processing
- Language and Semantic Meaning
- Bigrams, Trigrams, and n-Grams
- Root stemming and branching
- NLP in the world
Image, Video, and Audio Processing
- Image processing and Identification
- Facial Analysis
- Audio Processing
- Analyzing Streaming Video
- Real-world AV processing
Sentiment Analysis
- Sentiment: The beginnings of emotional understanding
- Sentiment indicators
- Sentiment Sampling
- Algorithmic Trading on Sentiment
- Predicting Elections
Current Tools of the Trade
- Python, NumPy, Pandas, SciKit
- Hadoop and Spark
- NoSQL Databases
- TensorFlow, Keras, and NLTK
- Drools
What’s Next in AI
- Current Developments
- Gazing at the Crystal Ball
Público objetivo
Business Analysts, Data Analysts, Developers, Administrators, Architects, Analytics Managers, and technical Executives who are new to AI.
Lo que aprenderás
Join an engaging hands-on learning environment, where you’ll learn:
- What AI is and what it isn’t
- The different types and sub-fields of AI
- The differences between Machine Learning, Expert Systems, and Neural Networks
- The latest in applied theory
- How AI is used in processing language, images, audio, and the web
- The current generation of tools used in the marketplace
- What’s next in applied AI for businesses
Requisitos previos
To gain the most from this course, you should have:
- A grounding in enterprise computing
- Familiarity with enterprise IT
- A high-level understanding of systems architecture
- Knowledge of your business drivers that could take advantage of AI
- Basic knowledge of scripting
Inclusiones
Con CCS Learning Academy, recibirás:
- Instructor-led training
- Manual del estudiante del seminario de capacitación
- Colaboración con compañeros de clase (actualmente no disponible para cursos a su propio ritmo)
- Escenarios y actividades de aprendizaje del mundo real.
- Soporte para la programación de exámenes*
- Disfrute de asistencia para la colocación laboral durante los primeros 12 meses después de finalizar el curso.
- Este curso es elegible para el programa Learn and Earn de CCS Learning Academy: obtenga un reembolso de la matrícula de hasta 50% si se le coloca en un trabajo a través de CCS Global Tech. División de colocación*
- Precios gubernamentales y privados disponibles.*
*Para más detalles llame al: 858-208-4141 o correo electrónico: formación@ccslearningacademy.com; ventas@ccslearningacademy.com
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