Kubernetes performs service discovery through its built-in DNS service and environment variables. When a service is created, Kubernetes assigns it a DNS name and a stable IP address. Pods can use this DNS name to communicate with the service, allowing them to discover and connect to it easily. Additionally, Kubernetes updates environment variables in pods with service information, enabling another method for service discovery.

Kubernetes is an open-source container orchestration platform that automates the deployment, scaling, and management of containerized applications. It solves problems related to application deployment consistency, scaling applications based on demand, managing container lifecycles, and ensuring high availability and fault tolerance of applications.
A StatefulSet is a Kubernetes resource used to manage stateful applications, providing unique network identities and stable storage for each pod. Unlike a Deployment, which is designed for stateless applications and can scale pods without maintaining their identities, a StatefulSet ensures that pods are created in a specific order, maintain their persistent storage, and have stable, unique identifiers.
To secure a Kubernetes cluster, you can implement the following measures:
1. **Use Role-Based Access Control (RBAC)**: Define roles and permissions to control access to resources.
2. **Enable Network Policies**: Restrict traffic between pods using network policies.
3. **Use Pod Security Policies**: Enforce security contexts for pods to control their capabilities and privileges.
4. **Secure etcd**: Encrypt etcd data at rest and use TLS for communication.
5. **Limit API Server Access**: Restrict access to the Kubernetes API server using firewalls and authentication mechanisms.
6. **Regularly Update Kubernetes**: Keep the cluster and its components up to date with security patches.
7. **Use Image Scanning**: Scan container images for vulnerabilities before deployment.
8. **Enable Audit Logging**: Monitor and log API requests for auditing purposes.
9. **Implement Secrets Management**: Use Kubernetes Secrets to manage sensitive information securely.
10. **Isolate Cluster Components**
A Pod in Kubernetes is the smallest deployable unit that can contain one or more containers, which share the same network namespace and storage resources.
Promises are objects in JavaScript that represent the eventual completion (or failure) of an asynchronous operation and its resulting value. They allow you to write cleaner asynchronous code by providing methods like `.then()`, `.catch()`, and `.finally()` to handle the outcome of the operation.
To secure HTTP cookies against XSS attacks, you can:
1. Use the `HttpOnly` flag to prevent JavaScript access to the cookies.
2. Set the `Secure` flag to ensure cookies are only sent over HTTPS.
3. Use the `SameSite` attribute to restrict how cookies are sent with cross-site requests.
Node.js is an open-source, cross-platform JavaScript runtime environment that allows developers to execute JavaScript code on the server side, enabling the creation of scalable and high-performance web applications.
Use npm when you want a widely supported package manager that comes with Node.js by default. Use Yarn when you need faster installs, better caching, or workspaces for managing multiple packages in a single repository.
The Buffer class in Node.js is used to handle binary data directly. It allows you to work with raw memory allocations and manipulate binary data efficiently, which is essential for tasks like reading files, handling network protocols, and processing streams.
Dynamic components in Vue.js are components that can change based on the application's state or data. They are defined using the `<component>` tag, where the `is` attribute specifies which component to render dynamically. This allows for the rendering of different components based on conditions or user interactions.
These are created using keyword component.
<component v-bind:is = "view"></component>
Vue.js is a progressive JavaScript framework used for building user interfaces and single-page applications. It allows developers to create reactive components and manage state efficiently.
Vue JS is basically pronounced as view, it is progressive framework useful in building UI’s.
Vue.js is small, versatile and approachable framework. If you are aware of CSS, HTML and JavaScript then you are good to go with developing Vue JS apps in no time.
Render functions in Vue.js are JavaScript functions that return Virtual DOM nodes. They provide a programmatic way to create and manipulate the structure of the UI, allowing developers to define the component's template using JavaScript instead of HTML. This is useful for dynamic rendering and when templates are not sufficient for complex scenarios.
In Vue JS the render function essentially returns a virtual DOM node which will be rendered by Vue in the browser DOM.
A <b>virtual Document Object Model (or 'DOM')</b> allows Vue to render the component in its memory before updating the browser. This makes everything faster as there are fewer interactions with the browser.
`v-if` conditionally renders elements in the DOM based on the condition, meaning the element is created or destroyed. `v-show`, on the other hand, toggles the visibility of the element by changing its CSS display property, keeping it in the DOM regardless of the condition.
V-if removes the element from the DOM if the condition is false and adds back if its true. Whereas v-show hides the element if condition is false using display:none thus DOM element is always present.
The virtual DOM is a lightweight in-memory representation of the actual DOM. It allows Vue.js to efficiently update the user interface by comparing changes and only re-rendering the parts of the DOM that have changed, improving performance and responsiveness.
The “Virtual Document Object Model” or v-DOM is extremely different than the actual DOM. The v-DOM is an in memory representation of the underlying node (data structures) that the Vue js runtime engine processes different checks against prior to actually inform the DOM that an update is needed.
Exploratory Data Analysis (EDA) is the process of analyzing and summarizing datasets to understand their main characteristics, often using visual methods. It helps identify patterns, trends, and anomalies in the data before applying formal modeling techniques.
Data normalization is the process of organizing data in a database to reduce redundancy and improve data integrity. It involves structuring the data into tables and defining relationships between them. Normalization is important because it helps eliminate duplicate data, ensures data consistency, and makes it easier to maintain and update the database.
Supervised learning uses labeled data to train models, meaning the output is known, while unsupervised learning uses unlabeled data, where the model tries to find patterns or groupings without predefined outcomes.
Clustering in data analysis is the process of grouping similar data points together based on their characteristics, without prior labels. It is an unsupervised learning technique. In contrast, classification involves assigning predefined labels to data points based on their features, using a supervised learning approach.
Some common data visualization techniques include:
1. Bar Charts
2. Line Graphs
3. Pie Charts
4. Scatter Plots
5. Histograms
6. Heat Maps
7. Box Plots
8. Area Charts
9. Tree Maps
10. Bubble Charts