diff --git a/Checkpoints/Checkpoint3.ipynb b/Checkpoints/Checkpoint3.ipynb
index 4ac9de2e24e6d2b62a05643037998f4318c631cc..6c973dda1cba03cff54ad2ac9342171a6a847fb4 100644
--- a/Checkpoints/Checkpoint3.ipynb
+++ b/Checkpoints/Checkpoint3.ipynb
@@ -29,11 +29,11 @@
     "\n",
     "The solutions to this equation take the following forms:\n",
     "\n",
-    "$$ x=\\exp(−γt/2)[a\\cosh(pt)+b\\sinh(pt)]  when  γ>2ω_0  with  p^2=(γ^2/4)−ω^2_0 $$\n",
+    "$$ x=\\exp(−γt/2)[a\\cosh(pt)+b\\sinh(pt)]  \\text{when}  γ>2ω_0  \\text{with}  p^2=(γ^2/4)−ω^2_0 $$\n",
     "\n",
-    "$$ x=\\exp(−γt/2)[a+bt]  when  γ=2ω_0 $$\n",
+    "$$ x=\\exp(−γt/2)[a+bt]  \\text{when}  γ=2ω_0 $$\n",
     "\n",
-    "$$ x=\\exp(−γt/2)[a\\cos(ωt)+b\\sin(ωt)] when  γ<2ω_0  with ω^2=ω^2_0−(γ^2/4)$$\n",
+    "$$ x=\\exp(−γt/2)[a\\cos(ωt)+b\\sin(ωt)] \\text{when}  γ<2ω_0  \\text{with} ω^2=ω^2_0−(γ^2/4)$$\n",
     "\n",
     "where these three conditions are known as over damped, critically damped and under damped respectively.\n",
     "\n",
@@ -41,11 +41,11 @@
     "\n",
     "With the initial conditions that x=1 and $\\dot{x}$ =0 at t=0 the above constants, after some manipulation, become,\n",
     "\n",
-    "a=1 b=$\\gamma$/2p when $\\gamma$>2ω$_0$\n",
+    "a=1 $b=\\gamma/2p$ when $\\gamma$>2ω$_0$\n",
     "\n",
-    "a=1 b=$\\gamma$/2 when $\\gamma$=2ω$_0$\n",
+    "a=1 $b=\\gamma/2$ when $\\gamma$=2ω$_0$\n",
     "\n",
-    "a=1 b=$\\gamma$/2ω when $\\gamma$<2ω$_0$\n",
+    "a=1 $b=\\gamma/2ω$ when $\\gamma$<2ω$_0$\n",
     "\n",
     "### Task\n",
     "\n",