IBM AI Engineering Professional Certificate
 
Artificial intelligence (AI) is reshaping industries, redefining data utilization for informed decision-making across sectors. The demand for proficient AI engineers adept in advanced techniques like machine learning algorithms and deep learning neural networks is skyrocketing. This Professional Certificate is meticulously crafted to give you the essential tools to excel in your career as an AI or ML engineer.

You'll delve into core concepts of machine learning and deep learning, encompassing supervised and unsupervised learning, utilizing Python programming. Leveraging prominent machine learning and deep learning libraries such as SciPy, ScikitLearn, Keras, PyTorch, and TensorFlow, you'll tackle real-world industry challenges spanning object recognition, computer vision, image and video processing, text analytics, natural language processing (NLP), recommender systems, and diverse classifiers.

Hands-on projects will hone your data science skills, empowering you to scale machine learning algorithms on vast datasets using Apache Spark. You'll construct, train, and deploy deep architectures, including convolutional neural networks, recurrent networks, and autoencoders.

What you'll learn:

- Articulate the fundamentals of machine learning, deep learning, neural networks, and ML algorithms encompassing classification, regression, clustering, and dimensional reduction.
- Implement supervised and unsupervised machine learning models using SciPy and ScikitLearn.
- Deploy machine learning algorithms and pipelines on Apache Spark.
- Construct deep learning models and neural networks employing Keras, PyTorch, and TensorFlow.

Course Components:

- IBM AI Engineering Professional Certificate Course
- AI and Machine Learning for Coders
- Artificial Intelligence: A Modern Approach
- Artificial Intelligence By Example
- Artificial Intelligence for Dummies
- Artificial Intelligence for Humans
- Artificial Intelligence
- Learn Machine Learning Applications and Data Science Fundamentals with Python
- Python for Beginners: Learn Computer Programming with the Best Crash Course
- Python Programming 3 BOOKS IN 1
- Python Programming: The Complete Guide to Learn Python for Data Science