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AI & Machine Learning Course 2026: Beginner to Advanced
Rating: 4.3 out of 5(2,165 ratings)
20,439 students

AI & Machine Learning Course 2026: Beginner to Advanced

Learn AI, Machine Learning & Deep Learning with Real Projects, NLP, Model Building & Real-World Applications
Last updated 8/2026
English
English [Auto],

What you'll learn

  • Understand the fundamentals of Artificial Intelligence (AI) and Machine Learning (ML)
  • Learn how machines learn using Supervised, Unsupervised, and Reinforcement Learning methods
  • Grasp the role of statistics, data preprocessing, and feature selection in building accurate models
  • Build a solid foundation in machine learning algorithms, including regression, classification, and clustering
  • Explore advanced topics like Deep Learning, Natural Language Processing (NLP), and Computer Vision
  • Identify and address bias and ensure ethical AI implementation
  • Gain hands-on experience through real-world AI & ML projects across business and industry use cases
  • Understand how AI is applied in different sectors, from automation to decision-making systems
  • Develop familiarity with industry tools, libraries, and languages used in AI & ML
  • Prepare for real-world roles by understanding AI economics, business value, and practical implementation

Course content

10 sections45 lectures6h 56m total length
  • Introduction to Artificial Intelligence (AI)1:10

    Dive into the fascinating journey of artificial intelligence (AI) with us! This compact course will unravel AI's mysteries, from its fundamentals to its monumental impact on society. Starting with intelligence concepts, we'll piece together AI's intricate puzzle, embarking on a historical voyage to witness its evolution. As we demystify technology, we'll also ponder AI's broader implications, engaging in thought-provoking discussions on its future roles. Uncover the science behind AI's learning mechanisms, akin to solving a captivating mystery. Discover why AI's significance in today's world is like unearthing hidden treasure, and explore its diverse applications, from robotics to everyday solutions, opening doors to a realm of endless innovation.

  • What Is Intelligence? Understanding the Basics7:06

    Set off on a remarkable odyssey into the depths of intelligence. Traverse the intricate landscapes of human cognition, delve into the subtleties of emotional intelligence, and marvel at the innovations of artificial intelligence. With each stride, uncover profound insights and forge stronger bonds, beckoning you to reveal the vast expanse of knowledge within. This journey is not just about uncovering intelligence but understanding its power to connect, transform, and illuminate. Are you ready to unlock the secrets and embrace the wonders that intelligence holds? Join us on this enlightening adventure.

  • What Is Artificial Intelligence? AI Explained5:49

    Traverse into the captivating world of Artificial Intelligence (AI), where technology transcends mere computation to embody human-like intelligence. Picture your own computer evolving into more than just a device – becoming a companion that thinks, learns, and communicates in harmony with your needs. AI marks the dawn of an era where machines comprehend, suggest, and interact in unprecedented ways, reshaping our daily lives. This journey into AI's realm reveals a future where our technological companions understand us deeply, offering tailored advice, responses, and interactions, making every digital encounter feel extraordinarily personal and intuitive. Step into the future with AI.

  • History and Evolution of Artificial Intelligence11:21

    Join us on an exploration through the rich history of artificial intelligence (AI), tracing its roots from theoretical musings of pioneering minds to its current role as a pillar of modern technological achievements. Discover the early days of AI, where visionary scientists laid the foundation for what seemed like the stuff of science fiction. Delve into the challenges and triumphs, witnessing how AI navigated through periods of doubt and bursts of groundbreaking innovation. Today, AI's influence is undeniable, seamlessly integrated into our daily lives and continuously pushing the boundaries of what's possible. Join us in celebrating the journey of AI, a testament to human ingenuity and relentless pursuit of knowledge.

  • AI Philosophy: How Machines Think10:16

    Explore the heart of artificial intelligence where technology intertwines with philosophy, sparking a unique exploration of intelligence’s essence. We're not just uncovering smart algorithms but delving into the potential for machines to embody creativity, empathy, and consciousness. This adventure challenges us to question the capabilities of AI, navigating through ethical mazes that touch on fairness, bias, and autonomy. Yet, amidst uncertainties, we envision a harmonious future where humans and AI thrive together. Embark on this thought-provoking journey, and explore the philosophical wonders of AI, uncovering a future painted with progress and mutual understanding.

  • How Artificial Intelligence Works4:51

    Venture into the enigmatic world of artificial intelligence (AI) for a clear-eyed view of its operational core. We'll journey through the technology and cognitive science melding to empower machines with human-like intelligence. In this concise section, you're gaining access to the science underlying AI's capabilities, from deciphering algorithms to leveraging big data's might. We'll demystify the genius behind AI's problem-solving and decision-making skills, and delve into neuroscience to reveal how AI mirrors human thought and learning. Embrace this chance to translate the complex language of AI into straightforward, accessible knowledge.

  • Why Artificial Intelligence Is Growing So Fast7:27

    Discover the engine driving AI's ascent to the forefront of modern technology in this enlightening course segment. Delve into engaging narratives and hands-on exercises that unravel AI's captivating allure and its pervasive influence across sectors. From scrutinizing its economic and societal impact to exploring its role in redefining our digital fabric, you'll grasp the essence of AI's exponential growth. This journey also navigates through the democratization of AI technology, empowering a diverse range of creators and innovators. Tackling ethical dilemmas, from privacy concerns to societal shifts, fosters a comprehensive understanding of AI's transformative power. Equip yourself to leverage AI's potential responsibly and innovatively in your endeavors.

  • Types and Fields of Artificial Intelligence10:44

    Take a look into the dynamic universe of Artificial Intelligence (AI) with our tailored course, unveiling AI’s transformative power in diverse sectors. Discover machine learning, the bedrock enabling computers to learn and predict autonomously. Transition to robotics, where AI breathes life into machines, enhancing automation in industries like healthcare and manufacturing. Explore Natural Language Processing (NLP) and computer vision, pivotal in interpreting human language and visual data. Delve into expert systems applying AI in decision-making across finance and medicine. Conclude with AI's influence on creativity, inspiring innovation in art and literature. Embark on this journey, unlocking AI's potential to reshape our future.

  • AI & ML Assessment

Requirements

  • No prior knowledge of AI or Machine Learning required
  • A computer with internet access and a willingness to learn through hands-on practice
  • Curiosity to explore how intelligent systems are built and applied in the real world

Description

Curious about Artificial Intelligence and Machine Learning, but not sure where to begin? This course is designed to make the journey simple, practical, and easy to follow.

You’ll start with the basics of AI and Machine Learning and gradually move into exciting topics like supervised learning, unsupervised learning, reinforcement learning, Deep Learning, and Natural Language Processing (NLP).

Instead of only learning definitions and theory, you’ll see how the ideas actually work. You’ll understand how data is prepared, how Machine Learning models are trained, how algorithms are chosen, and how results are tested and improved.

You’ll also work through practical examples, guided projects, and real-world use cases so you can connect what you learn to situations outside the classroom.

What You’ll Explore

  • The core ideas behind Artificial Intelligence and Machine Learning

  • How supervised, unsupervised, and reinforcement learning work

  • The basics of Deep Learning and NLP

  • How to clean and prepare data for Machine Learning

  • How Machine Learning models are built and trained

  • Ways to evaluate and improve model performance

  • Practical AI and Machine Learning projects

  • Real-world applications of AI in business, healthcare, finance, and technology

  • The role of statistics in Machine Learning

  • AI ethics, bias, and responsible AI

  • Popular tools, libraries, and technologies used in AI & ML

You’ll also get a clearer picture of the complete Machine Learning journey:

Data → Preparation → Model → Training → Testing → Improvement → Real-World Use

Whether you’re a student, developer, working professional, or simply curious about AI, you don’t need to be an expert to get started.

By the end of the course, you’ll have a strong understanding of Artificial Intelligence, Machine Learning, Deep Learning, NLP, data preprocessing, model building, and real-world AI applications.

Most importantly, you won’t just know what these technologies are — you’ll understand how the pieces connect and how intelligent systems are built step by step.

Who this course is for:

  • Beginners interested in learning the basics of AI and Machine Learning
  • Tech professionals looking to upskill and delve deeper into AI and ML
  • Researchers and academics who want to stay updated with the latest developments in AI and ML
  • Anyone curious about the future of technology and its impact on various sectors