Artificial Intelligence Capstone Project

This AI Capstone course end project will validate your expertise as a job-ready AI Engineer. You will learn to apply the knowledge, skills and capabilities you learned in the AI Engineer Master’s program and build a project on your own from start to finish. You will gain real-world exposure to modern AI challenges and learn to build your own models using supervised and unsupervised techniques and make better data-driven decisions. You will also have the flexibility to choose your own domain for the project.

Simplilearn’s online AI Capstone course will bring you through the AI decision cycle, including Exploratory Data Analysis, building and fine-tuning a model with cutting edge AI-based algorithms and representing results. The project milestones are as follows:

1. Exploratory Data Analysis - In this step, you will apply various data processing techniques to determine the features and correlation between them, transformations required to make the data sense, new features construction, etc.

2. Model Building and fitting - This will be performed using machine learning algorithms like regression, multinomial Naïve Bayes, SVM, tree-based algorithms, etc.

3. Unsupervised learning - Clustering to group similar kind of transactions/reviews using NLP and related techniques to devise meaningful conclusions.

4. Representing results - As the last step, you will be required to export your results into a dashboard with meaningful insights.

Anyone who is interested in upscaling their skill sets in AI and Machine Learning can take this course to become familiar with real-world industry-specific problems and solutions.

You should complete Simplilearn’s AI Engineer Master’s program in order to take this project
Alternatively, the learner must be proficient in Python, Data Science, Machine Learning and Deep Learning with Tensorflow in order to take up this course. Below are the recommended courses for this-

1. Data Science with Python
2. Machine Learning
3. Deep Learning with TensorFlow