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Artificial Intelligence Nanodegree

Sebastian Thrun, Peter Norvig, Thad Starner, David Joyner, and Arpan Chakraborty

Global innovations in the field of artificial intelligence (AI) are going to redefine virtually every aspect of our lives. Students who master AI skills today will play a critical role in helping determine how this incredible technology impacts our future. This program will introduce you to the broad field of artificial intelligence, and prepare you for a wide variety of opportunities in the AI field.

Basic knowledge of linear algebra and calculus.
The ability to apply basic probability and statistics.
Experience implementing computer science algorithms and object-oriented programming.
Programming experience in Python.

Basic knowledge of linear algebra and calculus.
The ability to apply basic probability and statistics.
Experience implementing computer science algorithms and object-oriented programming.
Programming experience in Python.

You will also need access to a Windows, macOS, or Linux computer with Python 3.4 or later installed.

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Bootcamp level quality

Complete hands-on projects and get personalized feedback with Udacity.

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Delves into trending AI innovations that will remodel various life aspects

Taught by reputed instructors in the AI field, such as Sebastian Thrun and Peter Norvig

Provides a thorough introduction to AI, preparing learners for various opportunities

Covers cutting-edge topics in AI, including search optimization, logic, and natural language processing

Offers hands-on experience through specializations and real-world challenges

Prepares graduates for roles in AI across various industries, including healthcare and finance

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Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Artificial Intelligence Nanodegree with these activities:

Review linear algebra and probability concepts

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Ensures a strong foundation in mathematical concepts essential for understanding AI algorithms and techniques.

Browse courses on Linear Algebra

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Review notes and textbooks from previous math courses.
Complete practice problems and exercises.
Seek clarification from online resources or a tutor if needed.
Test your understanding by taking practice quizzes or mock exams.

Review 'Artificial Intelligence: A Modern Approach' by Russell and Norvig

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Provides a comprehensive understanding of the core principles and algorithms of AI.

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Read chapters 1-5 to gain an overview of AI concepts.
Complete practice exercises in chapters 2 and 3 to reinforce understanding.

Connect with mentors in the AI field

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Provides access to guidance, advice, and career insights from experienced professionals in the field.

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Identify potential mentors through professional networking events, online platforms, or alumni connections.
Reach out to mentors and express your interest in connecting.
Schedule meetings or video calls to discuss your career goals and seek advice.
Maintain regular communication and update mentors on your progress.

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Join a study group to discuss course concepts and collaborate on assignments

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Fosters peer learning, improves understanding, and provides support.

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Find or form a study group with classmates.
Set regular meeting times to discuss course material and assignments.

Read 'Artificial Intelligence: A Modern Approach' by Russell and Norvig

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Offers a comprehensive overview of the field of AI, providing a foundation for understanding the concepts and techniques covered in the course.

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Obtain a copy of the book.
Read the chapters assigned for each module.
Take notes and highlight key concepts.
Attempt the practice exercises and review the solutions.

Complete Udacity's Nanodegree in AI Fundamentals

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Provides a structured approach to learning the core concepts of AI, following a curriculum designed by experts in the field.

Browse courses on Artificial Intelligence

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Sign up for the Nanodegree program on Udacity.
Complete the interactive lessons and hands-on projects.
Engage with the discussion forums and connect with other learners.
Submit your projects for feedback and assessment.

Solve coding challenges on LeetCode

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Sharpens coding skills and problem-solving abilities essential for AI development.

Browse courses on Data Structures

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Choose problems from the 'Easy' difficulty level to start.
Understand the problem statement and design an efficient algorithm.
Implement the algorithm and test its correctness.

Solve problems on LeetCode or Kaggle

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Reinforces problem-solving skills, develops coding proficiency, and tests understanding of foundational concepts in AI.

Browse courses on Data Structures

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Select a set of problems relevant to the topics covered in the course.
Attempt to solve the problems on your own.
Review solutions and identify areas for improvement.
Re-attempt the problems to solidify your understanding.
Participate in discussions or forums to exchange ideas and learn from others.

Attend conferences or workshops on AI

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Exposes students to cutting-edge research, industry best practices, and networking opportunities with experts in the field.

Browse courses on Artificial Intelligence

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Research upcoming conferences and workshops related to AI.
Register for the events of interest.
Attend the sessions and actively participate in discussions.
Connect with speakers, attendees, and potential collaborators.

Build a simple AI chatbot using Python

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Provides hands-on experience in building practical AI applications.

Browse courses on Natural Language Processing

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Design the chatbot's functionality and conversation flow.
Implement the chatbot using a Python library (e.g., NLTK, spaCy).
Train the chatbot on a training dataset to improve its responses.

Develop a presentation on an AI concept or application

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Enhances understanding through organizing and explaining a chosen concept, fostering critical thinking and communication skills.

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Choose an AI concept or application to focus on.
Research and gather relevant information.
Organize your content into a logical flow.
Create visual aids and prepare your presentation.
Practice your delivery and present to a small group or online audience.

Create a blog post summarizing a research paper on AI ethics

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Develops critical thinking and communication skills while exploring ethical implications of AI.

Browse courses on AI Ethics

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Select a research paper on AI ethics from a reputable journal.
Read the paper thoroughly and extract key findings and arguments.
Write a blog post summarizing the paper's main points and your thoughts.

Build a machine learning model or AI application

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Provides practical experience in applying AI techniques to real-world problems, fostering creativity and problem-solving abilities.

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Identify a problem or challenge related to a specific domain.
Gather and prepare the necessary data.
Choose appropriate machine learning algorithms and train the model.
Evaluate the model's performance and make necessary adjustments.
Deploy the model or application and monitor its impact.

Career center

Learners who complete Artificial Intelligence Nanodegree will develop knowledge and skills that may be useful to these careers:

Data Scientist

A Data Scientist uses data to solve business problems. This course will help you build a foundation in the field of AI and prepare you for a wide variety of opportunities in the field.

See salaries and explore the career path for Data Scientist

Machine Learning Engineer

A Machine Learning Engineer develops and deploys machine learning models. This course will help you build a foundation in the field of AI and prepare you for a wide variety of opportunities in the field.

See salaries and explore the career path for Machine Learning Engineer

Software Engineer

A Software Engineer designs, develops, and maintains software systems. This course will help you build a foundation in the field of AI and prepare you for a wide variety of opportunities in the field.

See salaries and explore the career path for Software Engineer

Financial Analyst

A Financial Analyst provides advice to businesses and individuals on how to manage their finances. This course will help you build a foundation in the field of AI and prepare you for a wide variety of opportunities in the field.

See salaries and explore the career path for Financial Analyst

Marketing Analyst

A Marketing Analyst provides advice to businesses on how to improve their marketing campaigns. This course will help you build a foundation in the field of AI and prepare you for a wide variety of opportunities in the field.

See salaries and explore the career path for Marketing Analyst

Operations Analyst

An Operations Analyst provides advice to businesses on how to improve their operations. This course will help you build a foundation in the field of AI and prepare you for a wide variety of opportunities in the field.

See salaries and explore the career path for Operations Analyst

Consultant

A Consultant provides advice to businesses on how to improve their operations. This course will help you build a foundation in the field of AI and prepare you for a wide variety of opportunities in the field.

See salaries and explore the career path for Consultant

Computer Scientist

A Computer Scientist researches and develops new computing technologies. This course will help you build a foundation in the field of AI and prepare you for a wide variety of opportunities in the field.

See salaries and explore the career path for Computer Scientist

Entrepreneur

An Entrepreneur starts and runs their own business. This course will help you build a foundation in the field of AI and prepare you for a wide variety of opportunities in the field.

See salaries and explore the career path for Entrepreneur

Researcher

A Researcher conducts research in a particular field. This course will help you build a foundation in the field of AI and prepare you for a wide variety of opportunities in the field.

See salaries and explore the career path for Researcher

Educator

An Educator teaches students about a particular subject. This course will help you build a foundation in the field of AI and prepare you for a wide variety of opportunities in the field.

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Artificial Intelligence Engineer

An Artificial Intelligence Engineer designs, builds, and maintains AI systems. This course will help you build a foundation in the field of AI and prepare you for a wide variety of opportunities in the field.

See salaries and explore the career path for Artificial Intelligence Engineer

Healthcare Analyst

A Healthcare Analyst provides advice to healthcare organizations on how to improve their operations. This course will help you build a foundation in the field of AI and prepare you for a wide variety of opportunities in the field.

See salaries and explore the career path for Healthcare Analyst

Manager

A Manager oversees the work of a team of employees. This course will help you build a foundation in the field of AI and prepare you for a wide variety of opportunities in the field.

See salaries and explore the career path for Manager

Analyst

An Analyst uses data to solve business problems. This course will help you build a foundation in the field of AI and prepare you for a wide variety of opportunities in the field.

See salaries and explore the career path for Analyst

Reading list

We've selected 13 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Artificial Intelligence Nanodegree.

Deep Learning

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Provides a comprehensive overview of deep learning, covering a wide range of topics.

Artificial Intelligence Nanodegree

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