Merge pull request #110 from kamranahmedse/master

Create a new pull request by comparing changes across two branches

Author: GulajavaMinistudio

src/data/guides/introduction-to-llms.md

@@ -49,7 +49,7 @@ On a high level, LLMs can be categorized into two types i.e. Base LLMs and Instr
 
 ### Base LLMs
 
-Base LLMs are the LLMs which are designed to predict the next word based on the training data. They are not designed to answer questions, carry out conversations or help solve problems. For example, if you give a base LLM the sentence "In this book about LLMs, we will discuss", it might complete this sentence and give you "In this book about LLMs, we will discsus **what LLMs are, how they work, and how you can leverage them in your applications.**." Or if you give it "What are some famous social networks?", instead of answering it might give back "Why do people use social networks?" or "What are some of the benefits of social networks?". As you can see, it is giving us relevant text but it is not answering the question. This is where the Instruction tuned LLMs come in to the picture.
+Base LLMs are the LLMs which are designed to predict the next word based on the training data. They are not designed to answer questions, carry out conversations or help solve problems. For example, if you give a base LLM the sentence "In this book about LLMs, we will discuss", it might complete this sentence and give you "In this book about LLMs, we will discuss **what LLMs are, how they work, and how you can leverage them in your applications.**." Or if you give it "What are some famous social networks?", instead of answering it might give back "Why do people use social networks?" or "What are some of the benefits of social networks?". As you can see, it is giving us relevant text but it is not answering the question. This is where the Instruction tuned LLMs come in to the picture.
 
 ### Instruction tuned LLMs
 

src/data/question-groups/javascript/content/heap-and-stack.md

@@ -1,4 +1,4 @@
-The Head and Stack in JavaScript Engine are two different data structures that store data in different ways.
+The Heap and Stack in JavaScript Engine are two different data structures that store data in different ways.
 
 ## Stack
 

src/data/roadmaps/angular/content/100-typescript-basics/106-type-guard.md

@@ -9,4 +9,4 @@ Type guards are typically used for narrowing a type and are pretty similar to fe
 Visit the following resources to learn more:
 
 - [Types Guards - Blog](https://blog.logrocket.com/how-to-use-type-guards-typescript/)
-- [TypeScript Type Guards Explained](https://www.youtube.com/watch?v=feeeitmtdwg)
+- [TypeScript Type Guards Explained](https://www.youtube.com/watch?v=FEeEItMtDwg)

src/data/roadmaps/angular/content/101-rxjs-basics/102-marble-diagrams.md

@@ -4,6 +4,5 @@ Marble testing allows you to test asynchronous RxJS code synchronously and step-
 
 Visit the following resources to learn more:
 
-- [Angular Marble Testing: A Brief Introduction](https://www.altamira.ai/blog/angular-marble-testing-a-brief-introduction/)
-- [IUnderstanding Marble Diagrams for Reactive Streams](https://medium.com/@jshvarts/read-marble-diagrams-like-a-pro-3d72934d3ef5)
+- [Understanding Marble Diagrams for Reactive Streams](https://medium.com/@jshvarts/read-marble-diagrams-like-a-pro-3d72934d3ef5)
 - [Interactive Diagrams](https://rxmarbles.com/#from)

src/data/roadmaps/blockchain/content/101-blockchain-general-knowledge/109-blockchains/103-l2-blockchains/index.md

@@ -8,4 +8,4 @@ Visit the following resources to learn more:
 
 - [Layer-1 and Layer-2 Blockchain Scaling Solutions](https://www.gemini.com/cryptopedia/blockchain-layer-2-network-layer-1-network)
 - [Layer 2 - Binance Academy](https://academy.binance.com/en/glossary/layer-2)
-- [Develop a ZK-powered Layer 2 with the Polgyon CDK open-source framework](https://wiki.polygon.technology/docs/cdk/)
+- [Develop a ZK-powered Layer 2 with the Polygon CDK open-source framework](https://wiki.polygon.technology/docs/cdk/)

src/data/roadmaps/computer-science/content/103-asymptotic-notation/103-common-runtimes/index.md

@@ -10,7 +10,7 @@ Given below is the list of common algorithmic runtimes. The runtimes are listed
 - O(n^3) - Cubic
 - O(2^n) - Exponential
 - O(n!) - Factorial
-- O(n^n) - Polynomial
+- O(n^k) - Polynomial
 
 Visit the following resources to learn more:
 

src/data/roadmaps/cpp/content/101-setting-up/101-code-editors.md

@@ -10,6 +10,6 @@ Code editors are programs specifically designed for editing, managing and writin
 
 These are just a few examples, and there are many other code editors available, including Atom, Notepad++, and Geany. They all have their features and may suit different developers' needs. Finding the right code editor is often a matter of personal preference and workflow.
 
-To work with C++ in your chosen code editor, you often need to install some additional tools and add-ons, such as compilers, linters, and debugger support. Make sure to follow the instructions provided by the editor's documentation to set up C++ correctly.
+To work with C++ in your chosen code editor, you often need to install some additional tools and add-ons, such as compilers, linters, and debugger support. Make sure to follow the instructions provided in the editor's documentation to set up C++ correctly.
 
-- [Using C++ on Linux in VSCode](https://code.visualstudio.com/docs/cpp/config-linux)
+- [Using C++ on Linux in VSCode](https://code.visualstudio.com/docs/cpp/config-linux)

src/data/roadmaps/devops/content/107-cloud-providers/index.md

@@ -1,6 +1,6 @@
 # Cloud Providers
 
-Cloud providers provide a layer of APIs to abstract infrastructure and provision it based on security and billing boundaries. The cloud runs on servers in data centers, but the abstractions cleverly give the appearance of interacting with a single "platform" or large application. The ability to quickly provision, configure and secure resources with cloud providers has been key to both the tremendous success, and complexity, of modern DevOps.
+Cloud providers provide a layer of APIs to abstract infrastructure and provision it based on security and billing boundaries. The cloud runs on servers in data centers, but the abstractions cleverly give the appearance of interacting with a single “platform” or large application. The ability to quickly provision, configure, and secure resources with cloud providers has been key to both the tremendous success and complexity of modern DevOps.
 
 Visit the following resources to learn more:
 

src/data/roadmaps/flutter/content/100-dart-basics/105-control-flow-statements.md

@@ -14,6 +14,5 @@ These control flow statements can be used to create complex logic and control th
 
 Visit the following resources to learn more:
 
-- [Control flow statements](https://dart.dev/guides/language/language-tour#control-flow-statements)
 - [Dart Control Flow Statements](https://www.w3adda.com/dart-tutorial/dart-control-flow-statements)
-- [Branches in Dart](https://dart.dev/language/branches)
+- [Branches in Dart](https://dart.dev/language/branches)

src/data/roadmaps/game-developer/content/101-game-mathematics/106-orientation/index.md

@@ -1,3 +1,3 @@
-# Curve
+# Orientation
 
-In the context of game development, **Orientation** refers to the aspect or direction in which an object is pointed in a 3D space. To determine an object's orientation in 3D space, we typically use three angles namely: pitch, yaw, and roll collectively known as Euler's angles. **Pitch** is the rotation around the X-axis, **Yaw** around the Y-axis and **Roll** around the Z-axis. Alternatively, orientation can also be represented using a Quaternion. Quaternions have the advantage of avoiding a problem known as Gimbal lock (a loss of one degree of freedom in 3D space), present when using Euler's angles.
+In the context of game development, **Orientation** refers to the aspect or direction in which an object is pointed in a 3D space. To determine an object's orientation in 3D space, we typically use three angles namely: pitch, yaw, and roll collectively known as Euler's angles. **Pitch** is the rotation around the X-axis, **Yaw** around the Y-axis and **Roll** around the Z-axis. Alternatively, orientation can also be represented using a Quaternion. Quaternions have the advantage of avoiding a problem known as Gimbal lock (a loss of one degree of freedom in 3D space), present when using Euler's angles.