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Desarrollo Web y Software/Ingeniería de Software/IA en ingeniería de software

Dominando la IA en Ingeniería de Software: Tendencias, Ética y Estrategia

Menguasai AI dalam Rekayasa Perangkat Lunak: Dampak Strategis, Pengurangan Biaya, Penjamin Kualitas, Penggunaan AI yang Etis

Todos los niveles • 97 Lecciones • Acceso de por vida
Peter Alkema

Instructor Maestro Verificado

Menguasai AI dalam Rekayasa Perangkat Lunak: Tren, Etika & Strategi
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Conoce a tu instructor: Peter Alkema

19 ms

5.0 / 5.0
Calificación Global
1
Estudiantes Activos
Inglés
Subtítulos en 99 idiomas
5h 14m
Contenido Total

Lo que aprenderás

1. Mendefinisikan peran AI dalam pengembangan perangkat lunak modern.
2. Menelusuri evolusi AI dalam rekayasa perangkat lunak.
3. Mengidentifikasi teknologi AI dalam pengembangan perangkat lunak.
4. Mengevaluasi dampak bisnis dari rekayasa perangkat lunak yang didukung AI.

Contenido del curso

20 secciones • 97 lecciones • 05:14:17 duración total

Understanding AI's Role in Modern Software Development

02:53

AI-driven software engineering is revolutionizing the way businesses develop products and solve problems by leveraging machine learning to create more intuitive, efficient, and effective software solutions. This transformation offers significant opportunities for innovation and competitive advantage but also presents challenges related to workforce skills and ethical considerations.

Understanding AI's Role in Modern Software Development

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Tracing the History of AI in Software Engineering

03:22

The integration of Artificial Intelligence (AI) in software engineering has revolutionized the field by automating tasks, enhancing decision-making processes, and improving the efficiency and effectiveness of developing, deploying, and maintaining software systems. With its ability to learn from data and adapt, AI has enabled the creation of self-improving systems and tools that assist in code generation, debugging, and predictive analytics, fundamentally transforming the landscape of software development.

Tracing the History of AI in Software Engineering

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Overview of AI Technologies Used in Software Development

03:08

Artificial Intelligence (AI) is redefining software development by enabling more intelligent, responsive applications through technologies like machine learning, natural language processing, and predictive analytics. This transformation not only boosts development efficiency and product quality but also requires businesses to navigate challenges such as data privacy and the need for AI-skilled professionals.

Overview of AI Technologies Used in Software Development

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Business Implications of AI-Driven Software Engineering

02:51

AI-driven software engineering is revolutionizing the business landscape by optimizing software development processes, significantly reducing human error, and shortening project timelines through automation of tasks such as coding and testing. Additionally, it enables the creation of personalized, innovative software solutions by analyzing data to predict trends and user preferences, thereby enhancing customer satisfaction and opening up new avenues for groundbreaking applications across various industries.

Business Implications of AI-Driven Software Engineering

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Navigating the Course: What to Expect

02:56

AI-driven software engineering is transforming the business landscape by automating complex development processes, enhancing software quality, and providing personalized user experiences, making it a critical factor for competitive advantage and customer satisfaction. However, it requires investment in skilled professionals adept in AI technology and careful navigation of ethical challenges related to autonomy, accountability, privacy, and security.

Navigating the Course: What to Expect

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Evolving Business Models through AI Integration

03:23

AI-driven software engineering is transforming business models by automating complex, time-consuming processes and enhancing product features, thereby offering companies a competitive advantage through improved operational efficiency and personalized customer experiences. The integration of AI into software development not only streamlines production but also presents new challenges related to ethics, data privacy, and the workforce, underscoring the need for a careful, informed approach to its adoption across industries.

Evolving Business Models through AI Integration

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Case Studies: Companies Transforming with AI

03:08

AI-driven software engineering is revolutionizing businesses across industries by automating complex tasks, enhancing productivity, and providing deep insights into user behavior and system performance. Despite the benefits, companies face challenges, including ethical concerns and job displacement, necessitating a balanced approach to integration.

Case Studies: Companies Transforming with AI

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Identifying Opportunities for AI in Your Business Model

03:25

AI-driven software engineering is revolutionizing the software development lifecycle by automating tasks, improving decision-making, and personalizing user experiences, thereby increasing efficiency and product quality. However, integrating AI into development processes presents challenges such as substantial investments, data privacy concerns, and the need for skilled professionals.

Identifying Opportunities for AI in Your Business Model

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AI's Role in Value Creation and Competitive Differentiation

03:25

AI-driven software engineering is revolutionizing how businesses innovate, automate, and personalize, transforming the way value is created and competitive advantage is established in the digital era. Through automating complex processes, enhancing decision making with predictive analytics, and offering unparalleled personalization, AI is becoming a strategic necessity for enterprises to thrive in a fast-paced market environment.

AI's Role in Value Creation and Competitive Differentiation

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Workshop: Assessing Your Business Model’s AI Readiness

03:27

Artificial Intelligence (AI) is revolutionizing healthcare by enhancing diagnostics, personalizing treatment planning, and improving patient monitoring through its ability to analyze vast amounts of data. Its applications range from analyzing medical imaging with remarkable precision to enabling continuous health monitoring with wearable devices, thereby improving early disease detection and patient care outcomes.

Workshop: Assessing Your Business Model’s AI Readiness

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Understanding AI's Potential for Cost Efficiency

02:59

The integration of Artificial Intelligence (AI) into software engineering is revolutionizing the field by automating complex tasks, enhancing decision-making, and providing insights that improve efficiency and the quality of software development. This innovation not only reduces costs but also redefines the possibilities within software development, offering a competitive edge in the rapidly evolving digital marketplace.

Understanding AI's Potential for Cost Efficiency

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Automating Development Tasks with AI

02:59

The integration of AI into software engineering is transforming the development lifecycle by automating tasks such as coding, debugging, and testing, significantly enhancing efficiency, reliability, and the personalization of user experiences. This technological evolution not only accelerates innovation and offers a competitive edge but also introduces challenges including job displacement, ethical concerns, and the necessity for substantial investment in AI capabilities.

Automating Development Tasks with AI

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Reducing Error Rates and Development Times through AI

03:13

AI is revolutionizing software development by dramatically reducing error rates and development times, utilizing machine learning algorithms and automated tools for predictive error detection and code quality enhancement. This integration not only streamlines the development process but also fosters innovation, allowing developers to focus on more complex, creative tasks and pushing the boundaries of software engineering.

Reducing Error Rates and Development Times through AI

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Case Studies: Cost Savings Achieved with AI

02:54

The integration of artificial intelligence into software engineering processes has dramatically enhanced cost efficiency within the tech industry by automating complex tasks, optimizing resource allocation, and improving risk management. These advancements have led to significant reductions in development time, labor costs, and potential losses due to errors, propelling a new era of financial stewardship and innovation.

Case Studies: Cost Savings Achieved with AI

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Strategizing for Budget Allocation in AI Projects

03:43

Strategizing budget allocation for AI projects in software engineering involves a comprehensive evaluation of financial resources, focusing on potential ROI, talent acquisition, and the unique challenges AI implementation presents, such as initial and ongoing costs. Businesses must prioritize projects, invest in the necessary skills, and stay updated with AI advancements to ensure their investment drives innovation, efficiency, and competitive advantage in the digital landscape.

Strategizing for Budget Allocation in AI Projects

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Plan de Estudio Semanal
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Requisitos

1. Tidak ada persyaratan atau pra-syarat untuk kursus ini, tetapi item-item yang tercantum di bawah ini adalah panduan untuk pengetahuan latar belakang yang berguna yang akan meningkatkan nilai dan manfaat kursus ini.

2. Pemahaman dasar tentang proses dan metodologi pengembangan perangkat lunak.

3. Keluarga dengan konsep kecerdasan buatan dan pembelajaran mesin.

4. Minat terhadap tren teknologi dan dampaknya pada strategi bisnis.

A quién va dirigido

1. Software engineers and developers looking to integrate AI into their existing development processes.

2. Project managers and team leaders in the technology sector aiming to leverage AI for improved efficiency and innovation.

3. Business analysts and strategists focusing on evolving business models through the strategic implementation of AI.

4. Quality assurance professionals interested in how AI can revolutionize testing and ensure higher software quality.

Acerca de este curso

Dalam lanskap digital yang berkembang pesat saat ini, integrasi Artificial Intelligence (AI) ke dalam praktik rekayasa perangkat lunak bukan lagi pilihan—ini adalah suatu keharusan. Dengan bisnis di seluruh dunia yang berusaha untuk inovasi, efisiensi, dan keunggulan kompetitif, permintaan untuk profesional terampil yang dapat memanfaatkan kekuatan AI untuk mendefinisikan ulang metodologi pengembangan perangkat lunak telah melonjak. Memahami potensi transformatif AI dalam rekayasa perangkat lunak, tim kami telah secara hati-hati menyusun kursus komprehensif yang dirancang untuk memberdayakan individu yang berpikir maju dengan pengetahuan, keterampilan, dan wawasan yang diperlukan untuk mencapai kesuksesan di era teknologi baru ini.


Perjalanan kami dimulai dengan hasrat bersama terhadap teknologi dan kepercayaan yang mendalam pada daya transformatif pendidikan. Dengan puluhan tahun pengalaman kolektif dalam AI, rekayasa perangkat lunak, dan penelitian yang mutakhir, kami telah menyaksikan perubahan besar yang dibawa AI ke berbagai industri. Kursus ini adalah puncak dari pengalaman kami, dirancang untuk menjembatani kesenjangan antara pengetahuan teoritis dan aplikasi dunia nyata. Dengan menyulingkan konsep-konsep yang kompleks menjadi pengalaman belajar praktis dan langsung, kami bertujuan untuk menyebarluaskan pengetahuan AI dan melengkapi Anda dengan alat-alat untuk membuat dampak nyata di bidang Anda.


Mengapa kursus ini relevan saat ini? Sederhananya, AI sedang mengubah lanskap rekayasa perangkat lunak, menawarkan peluang yang tak tertandingi untuk efisiensi, inovasi, dan pemecahan masalah. Namun, menjelajahi wilayah baru ini membutuhkan pemahaman yang mendalam baik konsep dasar maupun lanjutan AI, serta wawasan tentang pertimbangan etika, implementasi strategis, dan tren industri terbaru. Baik Anda ingin meningkatkan keterampilan Anda saat ini, beralih ke jalur karir baru, atau menggerakkan inisiatif AI dalam organisasi Anda, kursus ini menyediakan fondasi yang solid untuk dibangun.


Bergabunglah dengan kami dalam perjalanan menjelajahi dunia serba sisi AI dalam rekayasa perangkat lunak. Petualangan Anda akan dimulai dengan pengenalan peran AI dalam pengembangan perangkat lunak modern, yang mengatur panggung untuk eksplorasi yang lebih dalam tentang bagaimana teknologi AI dimanfaatkan untuk merevolusi industri. Dari otomatisasi tugas pengkodean yang membosankan hingga peningkatan pengujian produk dan penjamin kualitas, Anda akan memperoleh pemahaman komprehensif tentang aplikasi praktis AI.


Namun kursus ini melampaui hanya teori dan aplikasi. Kami telah

Oportunidades Profesionales y Puestos de Trabajo

Desarrolla habilidades prácticas listas para el empleo y califica para puestos de alto impacto

Plan de Estudios para el Empleo
Puestos a los que Puedes Postular

Full Stack Software Engineer

Backend Systems Developer

Frontend Application Specialist

Automation & Scripting Engineer

Salario Anual Estimado
$90,000 – $145,000 / yr
Demanda en el Mercado Global

High Global Tech Demand

Habilidades Clave que Dominarás
Production Code Architecture
RESTful & Modern API Design
State Management & UI Scaling
Debugging & Automated Testing
* Estimaciones basadas en estándares globales de contratación y compensación del sector.
Conoce a tu instructor
Peter Alkema
5.0 Calificación
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Peter Alkema
Instructor Principal
Business | Technology | Self Development
"What an amazing course! After finishing this course, I have confidence. Thank so much Dr Peter Alkema" ... "This is exactly the jump-start I needed. Very clear and concise" I lead Digital Transformation & Architecture at ABB and I've been featured on CNBC Africa and won the Gartner CIO Of The Year in 2016. I founded and led the largest banking hackathon in South Africa which was published in 2019 as a case study by Harvard Business School. I've taught over 100,000 students about technology, business, academics and self-development. In 2020 I completed my PhD at Wits University In Johannesburg. The study introduced a ground-breaking theory of Agile software development teams. My woodworking book was published in 2014 and has sold over 10,000 copies. Olugbenga Gbadegesin: "Excellent delivery" / Lebogang Tswelapele: "This is what I have been longing for" / Paskalia Ndapandula: "Peter speaks with so much clarity" / Amantle Mangwedi: "It was straight to the point and the sections are cut into nice short segments which made it easier to go through" Kathy Bermudez: "Excellent material. Well organized..." Werner van Wyk: "Thank you Peter, once again your lesson and course have given me so much knowledge and understanding" / Yvonne Rudolph "I really look forward to take everything i learned in action" / Josephine Mahlangu: "exactly what I needed to know, absolutely valuable and helpful for my personal growth"...

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