Comprehensive AI & Machine Learning
A comprehensive program for ambitious professionals to master AI and ML — covering Python, core algorithms, deep learning, neural networks, and generative AI with hands-on projects and real-world applications.
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Why Bakkah?
By the end, participants will be able to:
- Understand and apply Python fundamentals for AI tasks.
- Work with core machine learning algorithms including supervised and unsupervised learning.
- Build and evaluate deep learning and neural network models.
- Utilize generative AI tools and apply prompt engineering effectively.
- Analyze and process data, perform visualization, and implement real-world AI solutions.
- Develop problem-solving skills and innovate with AI in practical contexts
- Data enthusiasts and professionals seeking comprehensive AI and ML expertise.
- Developers and engineers aiming to build AI-driven applications.
- Business professionals looking to leverage AI for data-driven decisions and innovation.
- Students and researchers interested in AI, deep learning, and generative AI.
- Anyone aspiring to gain hands-on skills across Python, machine learning, deep learning, and AI tools.
- Proficient in Python programming for AI tasks.
- Understanding and applying core machine learning algorithms.
- Building, training, and evaluating deep learning and neural network models.
- Utilizing generative AI tools and designing effective prompts.
- Data analysis, cleaning, manipulation, and visualization skills.
- Applying AI solutions to real-world business and technical challenges.
- Reading learning materials.
- Pre and post questions.
- Exercises for each module.
- Hands-on projects and mini use cases.
- The material language will be English.
- Introduction to AI & Machine Learning Foundations
- Generative AI & Prompt Engineering
- Machine Learning in Practice
- Deep Learning Essentials
- Python for Artificial Intelligence
Bundle Inclusions
Machine Learning in Practice
Designed for professionals eager to grasp machine learning essentials, blends core algorithms, practical exercises, and real-world applications to provide participants with the knowledge and confidence to apply AI methods effectively in diverse business and technical contexts.
Introduction to AI & Machine Learning Foundations
A foundation in Artificial Intelligence and Machine Learning, covering key types of AI, core learning methods, real-world applications, and the essential data and mathematics behind intelligent systems.
Python for Artificial Intelligence
Designed for aspiring professionals aiming to build strong foundations in AI programming, integrates Python basics, data handling, and visualization with essential libraries and tools to equip participants with practical coding skills for real-world artificial intelligence applications.
Generative AI & Prompt Engineering
Designed for professionals eager to harness the power of Generative AI, blends practical knowledge of ChatGPT, DALL·E, and prompt engineering with hands-on applications in marketing, content creation, and customer service, while addressing ethics and building real-world use cases.
Deep Learning Essentials
Designed for ambitious professionals seeking to master the foundations of deep learning, blends essential neural concepts, practical coding, and real-world applications to equip participants with the skills to build and apply advanced AI models in today’s evolving landscape.
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