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Mastering AI in Software Engineering: Trends, Ethics & Strategy

Dominar a IA na Engenharia de Software: Impacto Estratégico, Redução de Custos, Garantia de Qualidade, Uso Ético da IA

All Levels • 97 Lectures • Full Lifetime Access
Peter Alkema

Verified Master Instructor

Domínio da IA na Engenharia de Software: Tendências, Ética e Estratégia
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Meet your instructor: Peter Alkema

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English
99 Languages Subtitles
5h 14m
Total Content

What you will learn

1. Definir o papel da IA no desenvolvimento de software moderno.
2. Traçar a evolução da IA dentro da engenharia de software.
3. Identificar tecnologias de IA no desenvolvimento de software.
4. Avaliar o impacto nos negócios da engenharia impulsionada por IA.

Course Content

20 sections • 97 lectures • 05:14:17 total length

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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Requirements

1. Não há requisitos ou pré-requisitos para este curso, mas os itens listados abaixo são um guia para conhecimentos de fundo úteis que aumentarão o valor e os benefícios deste curso.

2. Compreensão básica dos processos e metodologias de desenvolvimento de software.

3. Familiaridade com os conceitos de inteligência artificial e aprendizado de máquina.

4. Interesse em tendências tecnológicas e seu impacto nas estratégias de negócios.

Target Audience

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.

About this course

No cenário digital em rápida evolução de hoje, a integração da Inteligência Artificial (IA) nas práticas de engenharia de software não é mais uma opção - é uma necessidade. Com empresas em todo o mundo buscando inovação, eficiência e vantagem competitiva, a demanda por profissionais qualificados que possam aproveitar o poder da IA para redefinir as metodologias de desenvolvimento de software disparou. Compreendendo o potencial transformador da IA na engenharia de software, nossa equipe elaborou meticulosamente um curso abrangente projetado para capacitar indivíduos visionários com o conhecimento, as habilidades e as percepções necessárias para se destacar nesta nova era da tecnologia.


Nossa jornada começou com uma paixão compartilhada pela tecnologia e uma profunda crença no poder transformador da educação. Com décadas de experiência coletiva em IA, engenharia de software e pesquisa de ponta, testemunhamos em primeira mão as mudanças sísmicas que a IA trouxe para várias indústrias. Este curso é o culminar de nossas experiências, elaborado para preencher a lacuna entre o conhecimento teórico e a aplicação no mundo real. Ao destiliar conceitos complexos em experiências práticas e práticas, visamos democratizar o conhecimento de IA e equipá-lo com as ferramentas para causar um impacto tangível em seu campo.


Por que este curso é relevante hoje? Simplesmente porque a IA está remodelando o cenário da engenharia de software, oferecendo oportunidades incomparáveis de eficiência, inovação e resolução de problemas. No entanto, navegar por este novo território requer uma compreensão profunda de conceitos de IA fundamentais e avançados, bem como insights sobre considerações éticas, implementação estratégica e as últimas tendências do setor. Seja você esteja procurando aprimorar seu conjunto de habilidades atual, mudar para um novo caminho de carreira ou impulsionar iniciativas de IA dentro de sua organização, este curso fornece uma base sólida para construir.


Embarca em uma jornada conosco enquanto mergulhamos no mundo multifacetado da IA na engenharia de software. Sua aventura começará com uma introdução ao papel fundamental da IA no desenvolvimento de software moderno, preparando o terreno para uma exploração mais profunda de como as tecnologias de IA estão sendo utilizadas para revolucionar a indústria. Desde a automação de tarefas de codificação mundanas até o aprimoramento do teste de produtos e garantia de qualidade, você obterá uma compreensão abrangente das aplicações práticas da IA.


Mas este curso vai além da teoria e da aplicação. Nós temos

Career Opportunities & Job Roles

Build practical, job-ready skills and qualify for high-impact roles worldwide

Job-Ready Curriculum
Target Roles You Can Apply For

Full Stack Software Engineer

Backend Systems Developer

Frontend Application Specialist

Automation & Scripting Engineer

Estimated Annual Salary
$90,000 – $145,000 / yr
Global Industry Demand

High Global Tech Demand

In-Demand Skills You Master
Production Code Architecture
RESTful & Modern API Design
State Management & UI Scaling
Debugging & Automated Testing
* Estimates based on global tech hiring benchmarks and industry compensation reports.
Meet your instructor
Peter Alkema
5.0 Rating
10 Students
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Peter Alkema
Main Instructor
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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