diff --git a/README.md b/README.md
index 869a58a..a02831d 100644
--- a/README.md
+++ b/README.md
@@ -2,10 +2,10 @@
 
 Featuring:
 
-- Docker v1.10.3
-- Docker Compose v1.6.2
-- Docker Machine v0.6.0
-- Python 3.5
+- Docker v18.09.2
+- Docker Compose v1.23.2
+- Docker Machine v0.16.1
+- Python 3.7.3
 
 Blog post -> https://realpython.com/blog/python/django-development-with-docker-compose-and-machine/
 
diff --git a/docker-compose.yml b/docker-compose.yml
index 35238e5..85bfdbc 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -1,43 +1,50 @@
-web:
-  restart: always
-  build: ./web
-  expose:
-    - "8000"
-  links:
-    - postgres:postgres
-    - redis:redis
-  volumes:
-    - /usr/src/app
-    - /usr/src/app/static
-  env_file: .env
-  environment:
-    DEBUG: 'true'
-  command: /usr/local/bin/gunicorn docker_django.wsgi:application -w 2 -b :8000
+version: '3'
 
-nginx:
-  restart: always
-  build: ./nginx/
-  ports:
-    - "80:80"
-  volumes:
-    - /www/static
-  volumes_from:
-    - web
-  links:
-    - web:web
+services:
+  web:
+    restart: always
+    build: ./web
+    expose:
+      - "8000"
+    links:
+      - postgres:postgres
+      - redis:redis
+    volumes:
+      - web-django:/usr/src/app
+      - web-static:/usr/src/app/static
+    env_file: .env
+    environment:
+      DEBUG: 'true'
+    command: /usr/local/bin/gunicorn docker_django.wsgi:application -w 2 -b :8000
 
-postgres:
-  restart: always
-  image: postgres:latest
-  ports:
-    - "5432:5432"
-  volumes:
-    - pgdata:/var/lib/postgresql/data/
+  nginx:
+    restart: always
+    build: ./nginx/
+    ports:
+      - "80:80"
+    volumes:
+      - web-static:/www/static
+    links:
+      - web:web
 
-redis:
-  restart: always
-  image: redis:latest
-  ports:
-    - "6379:6379"
-  volumes:
-    - redisdata:/data
\ No newline at end of file
+  postgres:
+    restart: always
+    image: postgres:latest
+    ports:
+      - "5432:5432"
+    volumes:
+      - pgdata:/var/lib/postgresql/data/
+
+  redis:
+    restart: always
+    image: redis:latest
+    ports:
+      - "6379:6379"
+    volumes:
+      - redisdata:/data
+
+volumes:
+  web-django:
+  web-static:
+  pgdata:
+  redisdata:
diff --git a/nginx/Dockerfile b/nginx/Dockerfile
index 2a99696..fa05639 100644
--- a/nginx/Dockerfile
+++ b/nginx/Dockerfile
@@ -1,3 +1,5 @@
 FROM tutum/nginx
+
 RUN rm /etc/nginx/sites-enabled/default
-ADD sites-enabled/ /etc/nginx/sites-enabled
+
+COPY sites-enabled/ /etc/nginx/sites-enabled
diff --git a/production.yml b/production.yml
index 6c1366e..c6f5755 100644
--- a/production.yml
+++ b/production.yml
@@ -1,40 +1,46 @@
-web:
-  restart: always
-  build: ./web
-  expose:
-    - "8000"
-  links:
-    - postgres:postgres
-    - redis:redis
-  volumes:
-    - /usr/src/app/static
-  env_file: .env
-  command: /usr/local/bin/gunicorn docker_django.wsgi:application -w 2 -b :8000
+version: '3'
 
-nginx:
-  restart: always
-  build: ./nginx/
-  ports:
-    - "80:80"
-  volumes:
-    - /www/static
-  volumes_from:
-    - web
-  links:
-    - web:web
+services:
+  web:
+    restart: always
+    build: ./web
+    expose:
+      - "8000"
+    links:
+      - postgres:postgres
+      - redis:redis
+    volumes:
+      - web-static:/usr/src/app/static
+    env_file: .env
+    command: /usr/local/bin/gunicorn docker_django.wsgi:application -w 2 -b :8000
 
-postgres:
-  restart: always
-  image: postgres:latest
-  ports:
-    - "5432"
-  volumes:
-    - pgdata:/var/lib/postgresql/data/
+  nginx:
+    restart: always
+    build: ./nginx/
+    ports:
+      - "80:80"
+    volumes:
+      - web-static:/www/static
+    links:
+      - web:web
 
-redis:
-  restart: always
-  image: redis:latest
-  ports:
-    - "6379"
-  volumes:
-    - redisdata:/data
+  postgres:
+    restart: always
+    image: postgres:latest
+    ports:
+      - "5432"
+    volumes:
+      - pgdata:/var/lib/postgresql/data/
+
+  redis:
+    restart: always
+    image: redis:latest
+    ports:
+      - "6379"
+    volumes:
+      - redisdata:/data
+
+volumes:
+  web-static:
+  pgdata:
+  redisdata:
diff --git a/web/Dockerfile b/web/Dockerfile
index 2688a8b..dffd83b 100644
--- a/web/Dockerfile
+++ b/web/Dockerfile
@@ -1 +1,8 @@
-FROM python:3.5-onbuild
+FROM python:3.7-slim
+
+RUN python -m pip install --upgrade pip
+
+COPY requirements.txt requirements.txt
+RUN python -m pip install -r requirements.txt
+
+COPY . .
diff --git a/web/docker_django/apps/todo/urls.py b/web/docker_django/apps/todo/urls.py
index 42147e6..68083db 100644
--- a/web/docker_django/apps/todo/urls.py
+++ b/web/docker_django/apps/todo/urls.py
@@ -1,7 +1,7 @@
-from django.conf.urls import url
+from django.urls import re_path
 
 from . import views
 
 urlpatterns = [
-    url(r'^$', views.home, name='home'),
+    re_path(r'^$', views.home, name='home'),
 ]
diff --git a/web/docker_django/urls.py b/web/docker_django/urls.py
index 728b4fa..6702f18 100644
--- a/web/docker_django/urls.py
+++ b/web/docker_django/urls.py
@@ -1,7 +1,7 @@
-from django.conf.urls import include, url
+from django.urls import include, re_path
 from django.contrib import admin
 
 urlpatterns = [
-    url(r'^admin/', include(admin.site.urls)),
-    url(r'^', include('docker_django.apps.todo.urls')),
+    re_path(r'^admin/', admin.site.urls),
+    re_path(r'^', include('docker_django.apps.todo.urls')),
 ]
diff --git a/web/requirements.txt b/web/requirements.txt
index 00f3f4e..004b0d3 100644
--- a/web/requirements.txt
+++ b/web/requirements.txt
@@ -1,4 +1,4 @@
-Django==1.8.1
-gunicorn==19.3.0
-psycopg2==2.6
-redis==2.10.3
+Django==2.1.7
+gunicorn==19.9.0
+psycopg2==2.7.7
+redis==3.2.1