Small Markdown syntax errors

Author: oraqlle

challenges/parallel-computing/README.md

@@ -3,10 +3,11 @@
 ## Overview
 
 - [Parallel Computing Challenges](#parallel-computing-challenges)
-  - [Task 1 - Parallise for loop](#task-1---parallise-for-loop)
+  - [Overview](#overview)
+  - [Task 1 - Parallise `for` Loop](#task-1---parallise-for-loop)
   - [Task 2 - Run task 1 on HPC cluster](#task-2---run-task-1-on-hpc-cluster)
   - [Task 3 - Reduction Clause](#task-3---reduction-clause)
-  - [Task 4 - Private Clause](#task-4---private-clause)
+  - [Task 4 - Private clause](#task-4---private-clause)
   - [Task 5 - Calculate Pi using "Monte Carlo Algorithm"](#task-5---calculate-pi-using-monte-carlo-algorithm)
   - [Bonus - Laplace equation to calculate the temperature of a square plane](#bonus---laplace-equation-to-calculate-the-temperature-of-a-square-plane)
 
@@ -15,44 +16,45 @@
 Goal: To to create an array `[0,1,2………...19]`
 
 1. Compile array.c and execute it. Check the run time of the serial code
-2. Add `#pragma<>` 
+2. Add `#pragma<>`
 3. Compile the code again
 4. Run parallel code and check the improved run time
 
 ## Task 2 - Run task 1 on HPC cluster
 
-1.  Check the available partitions with `show_cluster`
-2.  Modify `RunHello.sh `
-3.  `sbatch RunHello.sh`
-4.  `cat slurm<>.out` and check the run time
+1. Check the available partitions with `show_cluster`
+2. Modify `RunHello.sh`
+3. `sbatch RunHello.sh`
+4. `cat slurm<>.out` and check the run time
 
->You can also use strudel web to run the script without sbatch: https://beta.desktop.cvl.org.au/login  
+> You can also use [strudel web](https://beta.desktop.cvl.org.au/login) to run the script without sbatch.
 
 ## Task 3 - Reduction Clause
 
 Goal: To find the sum of the array elements
 
-1.  Compile `reduction.c` and execute it. Check the run time
-2.  Add `#pragma<>`
-3.  Compile `reduction.c` again
-4.  Run parallel code and check the improved run time. Make sure you got the same result as the serial code
+1. Compile `reduction.c` and execute it. Check the run time
+2. Add `#pragma<>`
+3. Compile `reduction.c` again
+4. Run parallel code and check the improved run time. Make sure you got the same result as the serial code
 
->`module load gcc` to use newer version of gcc if you have error with something like `-std=c99`
+> `module load gcc` to use newer version of gcc if you have error with something like `-std=c99`
 
 ## Task 4 - Private clause
 
 The goal of this task is to square each value in array and find the sum of them
-1.  Compile private.c and execute it. Check the run time. `#include` the default library `<math.h>` and link it
-2.  Add `#pragma<>`
-3.  Compile `private.c` again
-4.  Run parallel code and check the improved run time
+
+1. Compile private.c and execute it. Check the run time. `#include` the default library `<math.h>` and link it
+2. Add `#pragma<>`
+3. Compile `private.c` again
+4. Run parallel code and check the improved run time
 
 ## Task 5 - Calculate Pi using "Monte Carlo Algorithm"
 
 Goal:  To estimate the value of pi from simulation
 
--   No instructions on this task. Use what you have learnt in previous tasks to run a parallel code!
--   You should get a result close to pi(3.1415…….)
+- No instructions on this task. Use what you have learnt in previous tasks to run a parallel code!
+- You should get a result close to pi(3.1415…….)
 
 Short explanation of Monte Carlo algorithm: