DeepSeek R1 AI: 25 Real World Projects in AI for Beginners

DeepSeek R1 AI: 25 Real World Projects in AI for Beginners

Instructor: Packt - Course Instructors

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6 modules

Gain insight into a topic and learn the fundamentals.

Beginner level

Recommended experience

10 hours to complete

3 weeks at 3 hours a week

Flexible schedule

Learn at your own pace

6 modules

Gain insight into a topic and learn the fundamentals.

Beginner level

Recommended experience

10 hours to complete

3 weeks at 3 hours a week

Flexible schedule

Learn at your own pace

What you'll learn

Master the fundamentals of AI with hands-on projects using DeepSeek AI
Learn to process text and analyze sentiment through practical NLP tool
Build automation solutions like email responders and resume generators
Gain real-world experience in AI applications for business and data analysis

Skills you'll gain

Details to know

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There are 6 modules in this course

This course features Coursera Coach!

A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. In this course, you will dive into 25 hands-on AI projects designed to sharpen your skills and expand your AI toolkit. By the end, you’ll have a strong foundation in AI, able to apply advanced concepts to real-world challenges, including natural language processing (NLP), chatbots, automation, and business data analysis. The course begins with the fundamentals: setting up DeepSeek AI and learning Python essentials to support your development. As you progress, you'll build diverse projects, including text summarization, sentiment analysis, and customer support chatbots. You'll also explore AI-driven automation, like email responders, resume generators, and code assistants. The course gradually introduces more complex concepts, allowing you to master each project as you go. You’ll apply your knowledge to create valuable tools, from AI for business analytics to powerful productivity boosters. This course is ideal for beginners with a passion for AI. No prior programming knowledge is required, and you'll gain expertise in applying AI to various domains. Expect a comprehensive learning experience that covers both theory and practical skills for immediate application.

In this module, we will introduce you to the course structure and its objectives, ensuring you understand what to expect. We’ll guide you through setting up DeepSeek AI, and then give you a crash course on Python, providing the foundational knowledge needed for building AI projects with DeepSeek AI.

What's included

3 videos1 reading1 assignment

In this module, we will explore various text processing and NLP techniques using DeepSeek AI. You'll build practical projects such as a text summarizer, text generator, grammar checker, NER tool, and sentiment analysis model, each designed to enhance your AI development skills in natural language understanding and manipulation.

What's included

5 videos1 assignment1 plugin

5 videosTotal 70 minutes

Project 1: AI-Powered Text Summarizer with DeepSeek AI18 minutesPreview module
Project 2: AI-Based Text Generation with DeepSeek AI15 minutes
Project 3: Grammar and Spell Checker with DeepSeek AI11 minutes
Project 4: Named Entity Recognition (NER) Tool with DeepSeek AI12 minutes
Project 5: AI-Powered Sentiment Analysis with DeepSeek AI12 minutes

1 assignmentTotal 15 minutes

AI Text Processing & NLP - Assessment15 minutes

1 pluginTotal 15 minutes

Building an AI-Powered Text Summarizer15 minutes

In this module, we will dive into building advanced AI chatbots and virtual assistants using DeepSeek AI. You will create a variety of bots, including a customer support agent, personal assistant, legal assistant, medical checker, and product recommendation tool, all designed to improve user interaction and automate tasks across various domains.

What's included

5 videos1 assignment1 plugin

5 videosTotal 64 minutes

Project 6: Customer Support Chatbot with DeepSeek AI14 minutesPreview module
Project 7: Personal AI Assistant with DeepSeek AI14 minutes
Project 8: AI Legal Assistant with DeepSeek AI12 minutes
Project 9: Medical Symptom Checker with DeepSeek AI11 minutes
Project 10: E-commerce Product Recommendation Bot with DeepSeek AI11 minutes

1 assignmentTotal 15 minutes

Chatbots & Virtual Assistants - Assessment15 minutes

1 pluginTotal 15 minutes

Building an AI-Powered Support Chatbot15 minutes

In this module, we will focus on using DeepSeek AI to build tools that automate everyday tasks and enhance productivity. You will create AI-powered solutions like an email responder, resume generator, meeting minutes extractor, PDF text processor, and content writer, all aimed at streamlining workflows and improving efficiency in various professional settings.

What's included

5 videos1 assignment1 plugin

5 videosTotal 71 minutes

Project 11: Automated Email Responder with DeepSeek AI14 minutesPreview module
Project 12: AI-Powered Resume Generator with DeepSeek AI14 minutes
Project 13: AI-Based Meeting Minutes Generator with DeepSeek AI12 minutes
Project 14: Automated PDF Text Extractor with DeepSeek AI16 minutes
Project 15: Content Writer AI with DeepSeek AI13 minutes

1 assignmentTotal 15 minutes

AI for Automation & Productivity - Assessment15 minutes

1 pluginTotal 15 minutes

Building an Automated Email Responder with Python15 minutes

In this module, we will explore how AI can assist developers in enhancing their coding productivity. You will build AI-driven tools such as a code auto-completer, SQL query generator, debugging assistant, documentation generator, and API tester, all aimed at streamlining the development process and improving the efficiency of coding tasks.

What's included

5 videos1 assignment1 plugin

5 videosTotal 60 minutes

Project 16: Code Auto-Completer & Assistant with DeepSeek AI12 minutesPreview module
Project 17: SQL Query Generator with DeepSeek AI13 minutes
Project 18: Code Debugger AI with DeepSeek AI12 minutes
Project 19: AI-Based Documentation Generator with DeepSeek AI12 minutes
Project 20: AI-Powered API Tester with DeepSeek AI10 minutes

1 assignmentTotal 15 minutes

AI for Developers & Coding - Assessment15 minutes

1 pluginTotal 15 minutes

Building an AI-Powered Coding Assistant15 minutes

In this module, we will focus on applying AI in business and data analysis to solve real-world challenges. You will build powerful AI tools such as a customer feedback analyzer, real-time news summarizer, financial report processor, job application screener, and research paper summarizer to enhance decision-making and improve efficiency in business and research environments.

What's included

5 videos3 assignments

5 videosTotal 69 minutes

Project 21: AI-Based Customer Feedback Analyzer with DeepSeek AI13 minutesPreview module
Project 22: Real-Time AI News Summarizer with DeepSeek AI12 minutes
Project 23: AI Financial Report Analyzer with DeepSeek AI13 minutes
Project 24: AI-Powered Job Application Screener with DeepSeek AI16 minutes
Project 25: AI Research Paper Summarizer with DeepSeek AI12 minutes

3 assignmentsTotal 90 minutes

AI for Business & Data Analysis - Assessment15 minutes
Full Course Assessment60 minutes
Full Course Practice Assessment15 minutes

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Instructor

Packt - Course Instructors

Packt

771 Courses158,243 learners

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Packt

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Frequently asked questions

Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.

If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.

Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.