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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
This introductory course focuses on Django, a powerful and high-level web framework built on Python that enables rapid development of secure and maintainable websites. You'll learn how to build fully functional web applications using Django, covering both backend logic and frontend integration.
What You’ll Learn:
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Build and structure dynamic web applications using Django’s built-in tools
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Understand Django’s MTV (Model-Template-View) architecture and how to use it effectively
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Work with Django models to create and manage database records
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Handle user input with forms, process requests, and manage user authentication
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Use Django's admin interface to manage data
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Apply template logic and static files to design clean, interactive interfaces
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Connect your Django project to a database such as MySQL or SQLite
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Deploy your Django application to a live server
Prerequisite:
Basic understanding of Python programming is required (variables, functions, loops, and OOP concepts).
By the end of this course, you’ll be equipped to build and deploy dynamic web applications using Django and have a solid foundation for advancing into full-stack or backend web development.
This beginner-friendly course is your gateway into the world of web development. You'll learn how to build visually appealing and responsive websites from the ground up using the core front-end technologies: HTML, CSS, Bootstrap, and JavaScript.
What You’ll Learn:
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Create structured web pages using semantic HTML
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Style and format content with CSS for layout, color, and typography
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Build responsive, mobile-friendly websites using Bootstrap’s grid system and components
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Understand the basics of JavaScript, including variables, functions, loops, and events
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Add interactivity to websites with JavaScript (e.g., form validation, DOM manipulation)
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Apply real-world skills to create fully functional and visually impressive websites
No prior programming experience is required—just a willingness to learn and build!