IBM AI Engineering Skilled Certificates

WHAT YOU WILL LEARN

• Describe machine studying, deep studying, neural networks, and ML algorithms like classification, regression, clustering, and dimensional discount

   

• Implement supervised and unsupervised machine studying fashions utilizing SciPy and ScikitLearn

   

• Deploy machine studying algorithms and pipelines on Apache Spark

   

• Construct deep studying fashions and neural networks utilizing Keras, PyTorch, and TensorFlow

   

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SKILLS YOU WILL GAIN

• Python Libraries
• Machine Studying
• regression
• Hierarchical Clustering
• Okay-Means Clustering
• Deep Studying
• Synthetic Neural Community
• Synthetic Intelligence (AI)
• keras
• Opencv
• Picture Processing
• Pc Imaginative and prescient

About this Skilled Certificates

Synthetic intelligence (AI) is revolutionizing whole industries, altering the best way corporations throughout sectors leverage knowledge to make choices. To remain aggressive, organizations want certified AI engineers who use cutting-edge strategies like machine studying algorithms and deep studying neural networks to offer knowledge pushed actionable intelligence for his or her companies. This 6-course Skilled Certificates is designed to equip you with the instruments you should reach your profession as an AI or ML engineer.

You’ll grasp basic ideas of machine studying and deep studying, together with supervised and unsupervised studying, utilizing programming languages like Python. You’ll apply in style machine studying and deep studying libraries similar to SciPy, ScikitLearn, Keras, PyTorch, and Tensorflow to trade issues involving object recognition, laptop imaginative and prescient, picture and video processing, textual content analytics, pure language processing (NLP), recommender methods, and different varieties of classifiers.

By way of hands-on initiatives, you’ll achieve important knowledge science abilities scaling machine studying algorithms on huge knowledge utilizing Apache Spark. You’ll construct, prepare, and deploy several types of deep architectures, together with convolutional neural networks, recurrent networks, and autoencoders.

Along with incomes a Skilled Certificates from Coursera, additionally, you will obtain a digital badge from IBM recognizing your proficiency in AI engineering.

Utilized Studying Challenge

All through this system, you’ll construct a portfolio of initiatives demonstrating your mastery after all subjects. The hands-on initiatives provides you with a sensible working data of Machine Studying libraries and Deep Studying frameworks similar to SciPy, ScikitLearn, Keras, PyTorch, and Tensorflow. Additionally, you will full an in-depth Capstone Challenge, the place you’ll apply your AI and Neural Community abilities to a real-world problem and reveal your potential to speak venture outcomes.