登录查看更多内容

What are the most effective ways to adapt to changing data manipulation and process automation trends?

由人工智能和领英社区提供技术支持

Data manipulation and process automation are two essential skills for any business that wants to optimize its workflows, reduce errors, and increase efficiency. However, these skills are not static, and they require constant adaptation to changing trends, technologies, and customer expectations. In this article, you will learn some of the most effective ways to adapt to changing data manipulation and process automation trends, and how to apply them to your own business scenarios.

此文章中的业界达人

由社区从 10 条内容中精选。了解更多

Jakub Sulima Radomski, CAMS

AML Expert / Manager
Rodrigo Bento

CTO @Biti9
Abhishek Yengandul

Principal Consultant - RPA

1 Learn new tools and languages

One of the most obvious ways to adapt to changing data manipulation and process automation trends is to learn new tools and languages that can help you perform your tasks faster, easier, and more accurately. For example, you might want to learn how to use Python, R, SQL, or other programming languages that can help you manipulate, analyze, and visualize data in various formats and sources. You might also want to learn how to use tools like Excel, Power BI, Tableau, or other software that can help you create dashboards, reports, and charts that can communicate your findings and insights effectively. Learning new tools and languages can also help you automate repetitive or complex processes, such as data cleaning, validation, transformation, or integration.

添加您的观点

Jakub Sulima Radomski, CAMS

AML Expert / Manager
(已编辑)
举报内容
Below will help you adapt to changing data manipulation and process automation trends: - Master the programming language features (auto type declarations, lambda expressions, smart pointers and concurrency) - Learn data structures (trees, graphs and hash tables) - Apply multithreading and parallel algorithms - Use big data platforms (Hadoop and Apache Spark), deep learning applications (TensorFlow and PyTorch) and cloud platforms (AWS, GCP and Azure) - Apply machine learning for predictive analytics, anomaly detection, and process optimisation - Integrate AI tools (chatbots and RPA) - Adopt DevOps to streamline software development - Implement MLOps frameworks - Engage in Kaggle competitions - Collaborate with peers on GitHub

已翻译

赞
Neeraj Joshi

Senior RPA Engineer at FinThrive Global Solutions
举报内容
Adapting to changing data manipulation and process automation trends requires a proactive approach. Here are some effective strategies: Continuous Learning Flexibility Experimentation Collaboration Agility Automation Data Governance Cross-functional Teams By following these strategies, organizations can effectively adapt to changing data manipulation and process automation trends, enabling them to stay competitive and innovative in a rapidly evolving landscape.

已翻译

赞
Luiz Felipe Inacio

Tecnólogo em Mecatr?nica | Green Belt | Gest?o de Projetos | Gest?o da Qualidade e Processos | Melhoria Contínua | Aquecedor Solar | Fotovoltaico
举报内容
Para se tornar um profissional em automa??o de processos, você sempre deve buscar ferramentas e conhecimentos em linguagens de programa??o, deve-se ter um portfólio grande para encarar os diversos desafios propostos, assim cada projeto de automa??o, você deve escolher e utilizar a linguagem que melhor se adapta

已翻译

赞

2 Follow best practices and standards

Another way to adapt to changing data manipulation and process automation trends is to follow best practices and standards that can ensure the quality, reliability, and security of your data and processes. For example, you might want to follow the principles of data governance, which is the process of defining and implementing policies, roles, and procedures for managing data across your organization. You might also want to follow the standards of data quality, which is the measure of how well your data meets the requirements and expectations of your users and stakeholders. Following best practices and standards can help you avoid data errors, inconsistencies, or breaches, and improve your data trustworthiness and usability.

添加您的观点

Luiz Felipe Inacio

Tecnólogo em Mecatr?nica | Green Belt | Gest?o de Projetos | Gest?o da Qualidade e Processos | Melhoria Contínua | Aquecedor Solar | Fotovoltaico
举报内容
é de suma importancia também, que você tenha um networking com diversos profissionais na área, assim se especializando nas linguagens mais utilizadas e procurando outros profissionais para eventuais dúvidas, assim a comunidade se ajuda e se qualifica para crescermos

已翻译

赞

3 Embrace automation and artificial intelligence

A third way to adapt to changing data manipulation and process automation trends is to embrace automation and artificial intelligence (AI), which are technologies that can help you perform tasks that normally require human intelligence, such as decision making, problem solving, or learning. For example, you might want to use automation tools like Robotic Process Automation (RPA), which is the use of software robots or agents that can mimic human actions and interact with applications or systems. You might also want to use AI tools like Machine Learning (ML), which is the use of algorithms and data to learn from patterns and make predictions or recommendations. Embracing automation and AI can help you increase your productivity, accuracy, and scalability, and reduce your costs, risks, and dependencies.

添加您的观点

Luiz Felipe Inacio

Tecnólogo em Mecatr?nica | Green Belt | Gest?o de Projetos | Gest?o da Qualidade e Processos | Melhoria Contínua | Aquecedor Solar | Fotovoltaico
举报内容
A automa??o e inteligência artificial hoje n?o s?o t?o utilizadas pelas empresas e profissionais, mas vale destacar que o seu uso pode e vai facilitar em diversos aspectos, como em tarefas repetitivas, que exigem demais do profissional, em tarefas cansativas, onde desgasta demais o profissional e afins, ou seja, o portfólio de aplica??es para automa??o e IA é gigante, basta se qualificar para tal

已翻译

赞

4 Collaborate and communicate with others

A fourth way to adapt to changing data manipulation and process automation trends is to collaborate and communicate with others who can help you learn, share, and improve your skills and processes. For example, you might want to join online communities, forums, or groups that can offer you resources, tips, or feedback on your data manipulation and process automation projects. You might also want to participate in events, workshops, or courses that can provide you with training, certification, or networking opportunities in your field. Collaborating and communicating with others can help you stay updated, inspired, and motivated, and expand your knowledge, skills, and network.

添加您的观点

Luiz Felipe Inacio

Tecnólogo em Mecatr?nica | Green Belt | Gest?o de Projetos | Gest?o da Qualidade e Processos | Melhoria Contínua | Aquecedor Solar | Fotovoltaico
举报内容
O networking com demais profissionais e empresas é de suma importancia, para o crescimento profissional e crescimento da comunidade como um todo, onde a automa??o n?o tem tanto espa?o e visibilidade, devemos nos juntar para assim crescermos juntos

已翻译

赞

5 Experiment and innovate with data and processes

A fifth way to adapt to changing data manipulation and process automation trends is to experiment and innovate with data and processes, which means to try new ideas, methods, or solutions that can enhance your results and outcomes. For example, you might want to experiment with different data sources, formats, or methods that can help you discover new insights, trends, or opportunities. You might also want to innovate with different process designs, models, or frameworks that can help you optimize, streamline, or automate your workflows. Experimenting and innovating with data and processes can help you create value, differentiation, and competitive advantage for your business.

添加您的观点

Luiz Felipe Inacio

Tecnólogo em Mecatr?nica | Green Belt | Gest?o de Projetos | Gest?o da Qualidade e Processos | Melhoria Contínua | Aquecedor Solar | Fotovoltaico
举报内容
Você como profissional na área de automa??o de processos, deve ser exemplo para os demais, discriminando os pontos fortes de tal área, utilizando métodos e ferramentas em seu dia-a-dia, exemplificando aos demais o uso de tais inova??es, assim expandindo o conhecimento como um todo

已翻译

赞

6 Evaluate and optimize your data and processes

A sixth way to adapt to changing data manipulation and process automation trends is to evaluate and optimize your data and processes, which means to measure, monitor, and improve your performance and impact. For example, you might want to evaluate your data using metrics, indicators, or benchmarks that can help you assess your data quality, accuracy, or relevance. You might also want to optimize your processes using methods, tools, or techniques that can help you identify and eliminate waste, inefficiency, or errors. Evaluating and optimizing your data and processes can help you ensure your alignment, compliance, and satisfaction with your goals, standards, and expectations.

添加您的观点

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?

添加您的观点

Rodrigo Bento

CTO @Biti9
(已编辑)
举报内容
Sem dúvida nenhuma, manter-se atualizado com as últimas tendências, tecnologias e práticas é extremamente importante e necessário, no entanto é fundamental também ser flexível na ado??o de novas ferramentas e tecnologias, além de investir constantemente na capacita??o das pessoas. Isso somado a uma prática constante de solicitar feedbacks e uma percep??o agu?ada para antecipar tendências futuras, certamente formará o conjuntos de abordagens que garantir?o sucesso durante a maioria das mudan?as, inclusive nas tendências de manipula??o de dados e automa??o de processos.

已翻译

赞
Abhishek Yengandul

Principal Consultant - RPA
举报内容
To adapt to changing data manipulation and process automation trends effectively, consider the following strategies: Stay Informed: Continuously monitor industry news, blogs, and forums to stay updated on the latest trends and technologies in data manipulation and process automation. Continuous Learning: Invest in ongoing education and training to keep your skills up-to-date with emerging tools, techniques, and best practices in data manipulation and automation. Experimentation: Allocate time for experimentation and exploration of new tools and technologies to understand their potential applications and benefits for your workflows.

已翻译

赞
Ian Gordon-Brown

VP | Excel | Access | MS Word | Outlook | VBA | PowerBI | SQL Server | Team Leader | EUC | RAD
举报内容
Never forget it is the user experience which will ultimately determine the success or failure of the project/product. You need to get buy in from the start and work towards a solution they will love, otherwise you have failed.

已翻译

赞

Process Automation

+ 关注

给文章评分

我们借助人工智能创建了此文章。您认为这篇文章怎么样？

很棒不太好

举报此文章

查看全部

What are the most effective ways to adapt to changing data manipulation and process automation trends?

1

2

3

4

5

6

7

1 Learn new tools and languages

2 Follow best practices and standards

3 Embrace automation and artificial intelligence

4 Collaborate and communicate with others

5 Experiment and innovate with data and processes

6 Evaluate and optimize your data and processes

7 Here’s what else to consider

Process Automation

给文章评分

感谢您的反馈

更多Process Automation相关文章

更多相关阅读内容

What are the most effective ways to adapt to changing data manipulation and process automation trends?

1

2

3

4

5

6

7

1 Learn new tools and languages

2 Follow best practices and standards

3 Embrace automation and artificial intelligence

4 Collaborate and communicate with others

5 Experiment and innovate with data and processes

6 Evaluate and optimize your data and processes

7 Here’s what else to consider

Process Automation

给文章评分

感谢您的反馈

查看其他技能