All Courses
This introductory course provides a foundational understanding of Artificial Intelligence (AI) and Data Science. Students will learn key concepts, techniques, and tools for data analysis, machine learning, and AI applications. Through practical exercises and real-world examples, students will gain the skills needed to start a career in these rapidly evolving fields.
- Build Machine learning models with scikit-learn, build & train supervised models for prediction & binary classification tasks (linear, logistic regression)
- Build & train a neural network with TensorFlow to perform multi-class classification.
- Build an unsupervised learning model for clustering & anomaly detection.
- Build recommender systems with a collaborative filtering approach & a content-based deep learning method.
- Understand how to clean and organize data for analysis, and complete analysis and calculations using python & R.
- Learn key analytical skills (data cleaning, analysis, & visualization)
- Learn how to visualize and present data findings in dashboards.
Advance your career in the high-demand field of DevOps. Build on your software development skills with the latest DevOps concepts, tools, and technologies, and prepare for a career as a DevOps or Software Engineer. Gain the in-demand skills and hands-on experience to get job-ready in less than 4 months.
Prerequisites:
Learners should have a foundational understanding of Python programming and relational databases (e.g. SQL) before starting this course.
What You’ll Learn:
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Master the practical skills and knowledge used by Software Engineers and DevOps professionals in real-world environments
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Create applications using Python, build and integrate REST APIs and microservices
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Deploy and manage applications using containers such as Docker, Kubernetes, and OpenShift
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Gain hands-on experience through interactive labs and real projects
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Work with Agile and Scrum methodologies to manage and deliver software efficiently
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Build a portfolio of DevOps projects to demonstrate your skills to employers
No prior DevOps experience is required—just basic Python and database knowledge, and a drive to learn!
The MERN Full Stack Development course is a comprehensive and hands-on program designed to equip learners with the skills needed to build modern, dynamic, and scalable web applications using the MERN stack. MERN stands for MongoDB , Express.js , React.js , and Node.js , which are four cutting-edge technologies that work seamlessly together to create robust full-stack applications. This course is ideal for beginners who want to start their journey in web development or experienced developers looking to enhance their skill set.
Prerequisites:
- HTML
- CSS
- Bootstrap
- Basic JavaScript
What You’ll Learn:
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Revision on HTML, CSS and Java Script
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Advanced Java Script
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React JS
- Node JS
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Express JS
- Mongodb