As an AI/ML enthusiast and student, I’ve noticed the following skills are highly sought after in our field right now: Deep Learning: Mastery of frameworks like TensorFlow, PyTorch, and Keras, and understanding neural networks, CNNs, RNNs, and transformers. Natural Language Processing (NLP): ExpertisRead more
As an AI/ML enthusiast and student, I’ve noticed the following skills are highly sought after in our field right now:
- Deep Learning: Mastery of frameworks like TensorFlow, PyTorch, and Keras, and understanding neural networks, CNNs, RNNs, and transformers.
- Natural Language Processing (NLP): Expertise in libraries such as NLTK, SpaCy, and Hugging Face’s Transformers, focusing on advanced language models like GPT-4.
- Data Engineering: Proficiency in handling large datasets with SQL, Apache Spark, Hadoop, and ETL processes to create efficient data pipelines.
- Machine Learning Operations (MLOps): Knowledge of tools like Docker, Kubernetes, and CI/CD pipelines for deploying and maintaining ML models in production.
- Cloud Computing: Familiarity with AWS, Google Cloud, and Azure for leveraging scalable computing resources.
- Computer Vision: Experience with OpenCV, YOLO, and other computer vision frameworks, applicable in areas like autonomous vehicles and healthcare.
- Data Analysis and Visualization: Skills in Power BI, Tableau, and libraries like Matplotlib, Seaborn, and Plotly for effective data visualization.
- Reinforcement Learning: Understanding of RL principles and hands-on experience with relevant frameworks, valuable in robotics and game AI.
- Ethics in AI: Awareness of ethical implications and ensuring fair, unbiased models.
- Software Development Best Practices: Strong coding skills, version control (e.g., Git), testing, and agile methodologies.
There is a significant rise in educational fraud such a NEET 2024 and many more govt exams. It highlights that the fundamentals in the Indian constitution and judiciary and flawed. Loopholes in the legislature and judicial delays promotes malpractices and perpetuate such frauds. Firstly, legislativeRead more
There is a significant rise in educational fraud such a NEET 2024 and many more govt exams. It highlights that the fundamentals in the Indian constitution and judiciary and flawed. Loopholes in the legislature and judicial delays promotes malpractices and perpetuate such frauds.
Firstly, legislative council should focus on being more strict and transparent in educational institutions. Proper guidelines and regular inspections can irradicate such malpractices. Judicial system should make sure that educational fraud related cases are given top priority , that will ensure timely justice and restrain future misconduct.
Secondly, promoting public awareness and whistle-blower protections can emancipate stakeholders to report immediately. These measures are of utmost importance to reinstate confidence in the Indian education system and protect the rectitude of examinations.
Lastly, credibility of a physician is highly at risk due to this fraud, and can damage their reputations. After 10 years if we get to know that the doctor who is going to diagnose us or our family member cleared NEET 2024 and now is a medical practitioner, there will be definite trust issues and perhaps legal actions taken against him.