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Last updated on 2024年6月23日

Here's how you can master artificial intelligence through online courses in Technological Innovation.

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Artificial intelligence (AI) is revolutionizing the way we interact with technology, and mastering it could significantly boost your career. With the rise of online courses, acquiring knowledge in AI has never been more accessible. Whether you're looking to enhance your current job or pivot into a new field, understanding AI through technological innovation courses can give you a competitive edge. As you embark on this learning journey, remember that AI is not just about programming; it's about understanding complex algorithms, data patterns, and the ethical implications of intelligent systems.

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Mohit Sharma CGMA

Technological Innovation | Artificial Intelligence | Strategy | Enterprise Architecture | Storytelling | Research |…
Alexandre Taillandier

CX + AI = ??
Fredy Vargas Lama, PhD.

Director del Centro de Pensamiento Estratégico y Prospectiva | Director del Doctorado en Administración- at Universidad…

1 AI Basics

Embarking on your AI mastery journey requires a solid grasp of the basics. Start with online courses that cover foundational topics like machine learning, neural networks, and data science . These concepts are the bedrock of AI and will enable you to understand how machines can be taught to learn and make decisions. Look for courses that offer interactive elements, such as coding exercises or real-world projects , as these will help you apply theoretical knowledge in practical scenarios. Remember, a strong foundation will set you up for more advanced studies in AI.

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Mohit Sharma CGMA

Technological Innovation | Artificial Intelligence | Strategy | Enterprise Architecture | Storytelling | Research | Consulting | Keynote Speaker & Panelist | Investor
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AI as a concept has existed for a while and so its very much possible to find great resources -paid and free. However, I did find some resources very helpful in strengthening my own knowledge base. CS50 courses by Harvard on AI and Machine Learning Introduction, Deeplearning.ai's AI for everyone, and Mosh Hamdani's complete Python Mastery available on CodewithMosh.com. In addition, its very necessary to read about AI applications everyday to establish a connect with the real world application of theoretical concepts. There are many great newsletters on LinkedIn like Superhuman, The Atlas, The AI Experience, The TowardsAI Newsletter, Enterprise AI Today, AI of the Tiger etc. are some I recommend.

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Alexandre Taillandier

CX + AI = ??
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Absolutely, online courses are a fantastic way to build a strong foundation in AI. I'd add that while the technical aspects are crucial, don't neglect the importance of understanding the bigger picture. AI is a rapidly evolving field constantly pushing the boundaries of what's possible. By following innovation in adjacent fields like robotics, nanotechnology, and quantum computing, you'll be better positioned to anticipate where AI is headed and how it can be applied in creative new ways. This future-oriented perspective will give you an edge as you delve deeper into AI's technical intricacies.

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Fredy Vargas Lama, PhD.

Director del Centro de Pensamiento Estratégico y Prospectiva | Director del Doctorado en Administración- at Universidad Externado de Colombia
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Existen muchos propositos para estudiar y comprender la inteligencia artificial (AI). En el ámbito de la estrategia empresarial, como un producto derivado de un conjunto de elementos tecnológicos previos es conveniente que sea estudiado desde la evolución tanto de las tecnologías base como de las tendencias asociadas a estos desarrollos. Esto no solamente implica conocimiento de tecnología sino de las implicancias económicas y sociales de su aplicación.

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Kajal Rajput .

Talks About #Electrical & Controls- Automation #Global Business Management & Development #Product Engineering & Manufacturing #Industry Revolution # Project-Program Management #Motivational Leadership #Workforce 2030
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Taking online courses in technological innovation to master artificial intelligence (AI) entails learning the fundamentals of machine learning algorithms and neural networks, as well as more specialized subjects like computer vision and natural language processing. For skill development, platforms such as Coursera, edX, and Udacity provide interactive learning with real-world projects. Participate in communities and forums to work together on AI projects and develop your problem-solving skills. Keep up to date with developments in the industry by reading blogs and research papers. To become an expert in AI online, you must practice and learn new things constantly.

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2 Programming Skills

To effectively work with AI, you must be proficient in programming languages that are commonly used in the field , such as Python or R. Online courses can guide you through syntax and programming structures, but also focus on libraries and frameworks like TensorFlow or PyTorch that are essential for AI development. Practice writing code regularly, as this will not only improve your skills but also help you understand the intricacies of AI algorithms. With persistence, you'll be able to build and train your own models.

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Fredy Vargas Lama, PhD.

Director del Centro de Pensamiento Estratégico y Prospectiva | Director del Doctorado en Administración- at Universidad Externado de Colombia
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Es importante que los ejecutivos de diversos ámbitos exploren la programación al menos a nivel básico. No solo por que cada vez más será relevante desde lo operativo sino porque puede apoyar su integración con las áreas técnicas. Adicionalmente puede ayudar a que las solicitudes de desarrollo sean mucho más precisas

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3 Data Handling

AI is all about data. To master AI, you need to learn how to collect, process, and analyze large datasets. Online courses can teach you about databases, data preprocessing, and statistical methods that are crucial for making sense of the information that feeds AI. Understanding data is also key to recognizing patterns and insights that can inform the decisions made by AI systems. As you grow comfortable with data handling, you'll find it's the lifeblood of technological innovation in AI .

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Fredy Vargas Lama, PhD.

Director del Centro de Pensamiento Estratégico y Prospectiva | Director del Doctorado en Administración- at Universidad Externado de Colombia
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Otro punto fundamental el que se trata: Los ejecutivos deben contar con herramientas que les aseguren la administración de la data, información y conocimiento a lo largo de la organización, para la toma de decisiones y la operación. Si bien la gerencia de la data en específico es una labor especializada del lado técnico debe existir al menos un conocimiento básico de la estructura y arquitectura x parte de los ejecutivos organizacionales de alto nivel.

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4 Machine Learning

Machine learning is a subset of AI where computers learn from data without being explicitly programmed. Delve into online courses that explain different learning algorithms, such as supervised and unsupervised learning, and their applications . By mastering these concepts, you can start creating systems that improve over time with experience. It's an exciting area of AI that can lead to innovations in fields like healthcare, finance, and beyond. The more you practice, the more adept you'll become at crafting algorithms that can learn and adapt.

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5 Ethical Considerations

Understanding the ethical implications of AI is just as important as the technical skills. Online courses that focus on AI ethics will help you navigate issues like bias, privacy, and accountability . As AI becomes more integrated into society, professionals who can balance technological prowess with ethical reasoning will be in high demand. These courses will challenge you to think critically about the impact of AI and ensure that the technology is developed and used responsibly.

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Fredy Vargas Lama, PhD.

Director del Centro de Pensamiento Estratégico y Prospectiva | Director del Doctorado en Administración- at Universidad Externado de Colombia
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La Estrategia sin ética implica un camino muy complicado para lograr los objetivos organizacionales de largo plazo en forma sostenible. En el aspecto tecnológico las discusiones éticas son de fundamental importancia para lograr el buen uso de las mismas para bienestar de todos. Existen muchos cursos al respecto en universidades norteamericanas de primer nivel como Harvard o Stanford entre otras y muchas europeas.

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6 Real-World Projects

Finally, apply what you've learned by tackling real-world projects. Online courses often include capstone projects or case studies that simulate industry challenges. This hands-on experience is invaluable; it not only reinforces your learning but also showcases your skills to potential employers. Working on actual AI problems will give you confidence in your abilities and help you understand how AI solutions can be implemented in various sectors.

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Fredy Vargas Lama, PhD.

Director del Centro de Pensamiento Estratégico y Prospectiva | Director del Doctorado en Administración- at Universidad Externado de Colombia
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Luego de generada la estrategia empresarial basada en la tecnología y de contar con un plan específico para su implementacion es de fundamental importancia contar con los elementos de gestión claves para la acción: programas y proyectos específicos para llevarlos adelante.

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7 Here’s what else to consider

This is a space to share examples, stories, or insights that don’t fit into any of the previous sections. What else would you like to add?

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Here's how you can master artificial intelligence through online courses in Technological Innovation.

1

2

3

4

5

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7

1 AI Basics

2 Programming Skills

3 Data Handling

4 Machine Learning

5 Ethical Considerations

6 Real-World Projects

7 Here’s what else to consider

Technological Innovation

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Here's how you can master artificial intelligence through online courses in Technological Innovation.

1

2

3

4

5

6

7

1 AI Basics

2 Programming Skills

3 Data Handling

4 Machine Learning

5 Ethical Considerations

6 Real-World Projects

7 Here’s what else to consider

Technological Innovation

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