diff --git a/README.md b/README.md
index 7be703d2..c7bc9b74 100644
--- a/README.md
+++ b/README.md
@@ -196,7 +196,7 @@ Please take a quick gander at the [contribution guidelines](https://github.com/a
     - [Reddit](#reddit)
   - [Websites](#websites)
     - [Tutorials](#tutorials)
-    - [Guided Learning](#guided-learning)
+    - [Guided Learning Paths](#guided-learning)
 
 **[⬆ back to top](#contents)**
 
@@ -2077,7 +2077,7 @@ _Libraries for scientific computing and data analyzing._
 - [go-gt](https://github.com/ThePaw/go-gt) - Graph theory algorithms written in "Go" language.
 - [godesim](https://github.com/soypat/godesim) - Extended/multivariable ODE solver framework for event-based simulations with simple API.
 - [goent](https://github.com/kzahedi/goent) - GO Implementation of Entropy Measures.
-- [gograph](https://github.com/hmdsefi/gograph) - A golang generic graph library that provides mathematical graph-theory and algorithms.
+- [gograph](https://github.com/hmdsefi/gograph) -  A golang generic graph library that provides mathematical graph-theory and algorithms.
 - [gohistogram](https://github.com/VividCortex/gohistogram) - Approximate histograms for data streams.
 - [gonum](https://github.com/gonum/gonum) - Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more.
 - [gonum/plot](https://github.com/gonum/plot) - gonum/plot provides an API for building and drawing plots in Go.
@@ -2378,7 +2378,7 @@ See also [Natural Language Processing](#natural-language-processing) and [Text A
 - [goq](https://github.com/andrewstuart/goq) - Declarative unmarshaling of HTML using struct tags with jQuery syntax (uses GoQuery).
 - [html-to-markdown](https://github.com/JohannesKaufmann/html-to-markdown) - Convert HTML to Markdown. Even works with entire websites and can be extended through rules.
 - [htmlquery](https://github.com/antchfx/htmlquery) - An XPath query package for HTML, lets you extract data or evaluate from HTML documents by an XPath expression.
-- [htmlyaml](https://github.com/nikolaydubina/htmlyaml) - Rich rendering of YAML as HTML in Go
+- [htmlyaml](https://github.com/nikolaydubina/htmlyaml) -  Rich rendering of YAML as HTML in Go
 - [mxj](https://github.com/clbanning/mxj) - Encode / decode XML as JSON or map[string]interface{}; extract values with dot-notation paths and wildcards. Replaces x2j and j2x packages.
 - [toml](https://github.com/BurntSushi/toml) - TOML configuration format (encoder/decoder with reflection).
 
@@ -3494,7 +3494,7 @@ _Add the group of your city/country here (send **PR**)_
 - [A Comprehensive Guide to Structured Logging in Go](https://betterstack.com/community/guides/logging/logging-in-go/) - Delve deep into the world of structured logging in Go with a specific focus on recently accepted slog proposal which aims to bring high performance structured logging with levels to the standard library.
 - [A Guide to Golang E-Commerce](https://snipcart.com/blog/golang-ecommerce-ponzu-cms-demo?utm_term=golang-ecommerce-ponzu-cms-demo) - Building a Golang site for e-commerce (demo included).
 - [A Tour of Go](https://tour.golang.org/) - Interactive tour of Go.
-- [Build a Database in 1000 lines of code](https://link.medium.com/O9YQlx89Htb) - Build a NoSQL Database From Zero in 1000 Lines of Code.
+- [Build a Database in 1000 lines of code]( https://link.medium.com/O9YQlx89Htb) - Build a NoSQL Database From Zero in 1000 Lines of Code.
 - [Build web application with Golang](https://github.com/astaxie/build-web-application-with-golang) - Golang ebook intro how to build a web app with golang.
 - [Building and Testing a REST API in Go with Gorilla Mux and PostgreSQL](https://semaphoreci.com/community/tutorials/building-and-testing-a-rest-api-in-go-with-gorilla-mux-and-postgresql) - We’ll write an API with the help of the powerful Gorilla Mux.
 - [Building Go Web Applications and Microservices Using Gin](https://semaphoreci.com/community/tutorials/building-go-web-applications-and-microservices-using-gin) - Get familiar with Gin and find out how it can help you reduce boilerplate code and build a request handling pipeline.