Data Science and AI
Data Science and AI is a video category that focuses on the field of data science and artificial intelligence. Data science involves the extraction of meaningful insights and patterns from large volumes of data using various statistical and computational techniques. It encompasses a range of activities such as data collection, data cleaning, data analysis, and data visualization. AI, on the other hand, refers to the simulation of human intelligence in machines that are programmed to think and learn like humans. This category explores the intersection of these two fields, showcasing videos that provide insights into the latest developments, techniques, and applications in data science and AI.
Videos in this category cover a wide range of topics, including machine learning algorithms, deep learning, natural language processing, computer vision, and predictive analytics. They may also delve into the ethical considerations and societal impact of AI. The content is intended for both beginners and experts in the field, offering educational and informative videos that cater to different levels of understanding. Whether you are a student, a professional, or simply interested in learning about the cutting-edge advancements in data science and AI, this category provides a valuable resource for expanding your knowledge and keeping up with the latest trends in this rapidly evolving field.
- How to Install Hadoop on Ubuntu in VirtualBox | Ubuntu tutorials | Data Engineering | IvyProSchool - YouTubeView SummarySummaryThis concise guide is aimed at those interested in data engineering, specifically in installing Hadoop on an Ubuntu system within VirtualBox. IvyProSchool's tutorial covers the process from setting up VirtualBox to configuring and running Hadoop nodes. It includes step-by-step instructions, troubleshooting tips, and configuration file details to ensure a successful setup for data science analytics.Click to read more
- What Does a Data Analyst Actually Do? | Salary & Job Role 🤔 - YouTubeView SummarySummaryThis video provides an in-depth look at the Data Analyst role, including what they do, the skills needed, and salary expectations. The presenter discusses the importance of Data Analysts in business, the five-step process they follow, and the career scope within the field. Whether transitioning from a non-IT to an IT role or seeking career growth, this video offers valuable insights into becoming a successful Data Analyst.Click to read more
- Big data: zegen of vloek? - YouTubeView SummarySummaryBig data has transformed the way we live, providing insights and efficiency but also raising significant concerns about privacy and the concentration of power. The vast amounts of data generated every minute through social media, IoT devices, and online transactions offer companies unprecedented insights into consumer behavior, enabling personalized services and decision-making. However, this comes at the cost of increased vulnerability to privacy breaches and the potential for a few dominant companies to control significant aspects of the economy and society.Click to read more
- Big Data In 5 Minutes | What Is Big Data?| Big Data Analytics | Big Data Tutorial | Simplilearn - YouTubeView SummarySummaryBig Data is an immense volume of data that traditional computing systems struggle to handle. This brief overview discusses Big Data's five Vs (Volume, Velocity, Variety, Veracity, and Value), its applications, and Hadoop's role in storage and processing. Hadoop helps in distributed storage and parallel processing, making Big Data analysis feasible and efficient.Click to read more
- Automatic CSV Schema Detection In Snowflake | CSV Infer-Schema Complete Guide - YouTubeView SummarySummaryThe video provides an extensive guide on automating CSV schema detection and DDL (Data Definition Language) script generation in Snowflake. It delves into the infer schema function that simplifies the development process by automatically determining data types and structures without explicit user specifications. The tutorial showcases practical demonstrations, the utility of the Snowflake free trial edition, and the significant reduction in manual effort it brings to developers.Click to read more
- Adversarial Attacks on Neural Networks - Bug or Feature? - YouTubeView SummarySummaryThe video 'Adversarial Attacks on Neural Networks - Bug or Feature?' delves into the vulnerability of neural networks to adversarial attacks, where slight alterations to input data can drastically mislead AI's image classification. It discusses a paper showcasing the 'one pixel attack' and explores the broader question of whether these adversarial examples are mere bugs or integral features of AI systems. The video also highlights a discussion article from the Distill journal, emphasizing the importance of research clarity and replicability.Click to read more