Resource: https://www.linkedin.com/in/Samina Amin (she/her)
Posted: 24 Apr 2024
Resource:
https://www.linkedin.com/in/dirk-zee?miniProfileUrn=urn%3Ali%3Afsd_profile%3AACoAACTrKzIBf8zG8NMbJnm3I2sF6x8y1DHxn0s&lipi=urn%3Ali%3Apage%3Ad_flagship3_profile_view_base_recent_activity_content_view%3BII2xOEhuSqW8fbXYb6COsA%3D%3D
𝗔𝗿𝘁𝗶𝗳𝗶𝗰𝗶𝗮𝗹 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲:
• Automated Programming
• Knowledge Representation
• Expert Systems
• Planning and Scheduling
• Speech Recognition
• Intelligent Robotics
• Visual Perception
• Natural Language Processing (NLP)
• Problem Solving & Search Strategies
𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴:
• K-Means Clustering
• Principal Component Analysis (PCA)
• Automatic Reasoning
• Random Forest
• Decision Trees
• Ensemble Methods
• Naive Bayes
• Classification
• Anomaly Detection
• Reinforcement Learning
𝗡𝗲𝘂𝗿𝗮𝗹 𝗡𝗲𝘁𝘄𝗼𝗿𝗸𝘀:
• Radial Basis Function Networks
• Recurrent Neural Networks (RNN)
• Autoencoders
• Hopfield Networks
• Modular Neural Networks
• Adaptive Resonance Theory (ART)
𝗗𝗲𝗲𝗽 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴:
• Convolutional Neural Networks
• Long Short-Term Memory Networks
• Deep Reinforcement Learning
• Generative Adversarial Networks
• Deep Belief Networks (DBN)
I don't know if being thirsty about learning something like AI and its branches and getting stuck in a loop of learning new things is good or bad, but I love this weak point.
For example, at first, I got interested in learning Python and I started watching videos and taking courses about Python for beginners, and it completely could satisfy my demands for getting the attention of a Ph.D. supervisor, but I just started learning machine learning, neural network, deep learning, etc.
So I deep-dived into an ocean of knowledge that was infinite, and right now I am happy about that, and I think it can be not only satisfying but also practical for my perspectives.
by Aref Jozi, 14 DEC 2022
The power of optimism cannot be underestimated, as it has the ability to shape the future. Individuals who possess a positive perspective towards life and hold the belief that they have the capability to make the world a better place are more inclined to take the necessary steps towards achieving that vision.
It is crucial to note that the future is not predetermined, and we have the power to determine its outcome through our actions and choices. Optimists who envision a brighter future and work relentlessly towards it can inspire others to join in their efforts towards creating a better world.
Optimistic individuals are committed to making a difference, whether it is through addressing environmental concerns, promoting technological advancements, or striving for social justice.
In summary, the future is shaped by those who embrace optimism and are driven to make their visions a reality through dedicated efforts.
Committing yourself to a well-planned schedule is a powerful tool that can help you achieve success and attain your objectives, especially for work, school, or personal projects.
Such a commitment signifies a promise to utilize your time sensibly, prioritize essential tasks, avoid distractions, and adjust to unforeseen events when necessary. Furthermore, maintaining a strong commitment to your schedule can instill good habits and a sense of routine, which can boost your efficiency and productivity.
In addition, it can also alleviate stress and enhance your overall well-being by creating a feeling of control and accomplishment as you adhere to your plan. Even though this requires devotion and self-discipline, the benefits far outweigh the effort.
The field of civil engineering is intricate and challenging, as it involves the preparation, creation, implementation, and upkeep of various infrastructure schemes such as airports, buildings, bridges, and roads.
A group of specialists, including engineers, architects, construction workers, and project managers, need to collaborate and utilize their expertise to complete these projects. Hence, teamwork is crucial in civil engineering to guarantee that these projects prosper.
Proficient teamwork enables individuals with different abilities and experiences to work together, exchange ideas, and tackle intricate issues. Consequently, this cooperation leads to the accomplishment of a project that complies with the client's specifications, is completed on schedule, and adheres to the budgetary restrictions.
Furthermore, teamwork guarantees that safety procedures are followed, and potential risks are quickly identified and resolved. In conclusion, teamwork is an indispensable component of civil engineering that contributes significantly to the prosperity and security of infrastructure projects.
As technology continues to advance, machine learning is becoming an increasingly important tool in civil engineering. Machine learning algorithms can analyze large amounts of data, identify patterns, and make predictions that can help engineers design more efficient and cost-effective structures.
In the future, machine learning will play a critical role in optimizing the design and construction of buildings, bridges, and other infrastructure. By analyzing data from sensors and other sources, machine learning algorithms can identify potential problems before they occur, helping to prevent accidents and reduce maintenance costs.
Machine learning will also enable engineers to design structures that are more resilient to natural disasters. By analyzing data from past disasters, machine learning algorithms can identify patterns and predict how structures will behave in future events.
In addition, machine learning will be used to improve the accuracy of simulations and modeling. By incorporating machine learning algorithms into simulations, engineers can create more accurate and realistic models that can be used to test designs before construction.
Overall, the future of machine learning in civil engineering is bright. As technology continues to evolve, it will help engineers design safer, more efficient, and more resilient structures that can withstand the challenges of the future.
(This content and the image are created by artificial intelligence)