diff --git a/Dockerfile.pi b/Dockerfile.pi
index 5184e2d37..1041b3c87 100644
--- a/Dockerfile.pi
+++ b/Dockerfile.pi
@@ -27,9 +27,10 @@ RUN wget https://github.com/jjhelmus/berryconda/releases/download/v2.0.0/Berryco
  && rm Berryconda3-2.0.0-Linux-armv7l.sh
 
 # Install dependencies
-COPY requirements-pi.txt /freqtrade/
-RUN ~/berryconda3/bin/conda install -y numpy pandas scipy \
- && ~/berryconda3/bin/pip install -r requirements-pi.txt --no-cache-dir
+COPY requirements.txt /freqtrade/
+RUN sed -i -e '/^numpy==/d' -e '/^pandas==/d' -e '/^scipy==/d' ./requirements.txt \
+ && ~/berryconda3/bin/conda install -y numpy pandas scipy \
+ && ~/berryconda3/bin/pip install -r requirements.txt --no-cache-dir
 
 # Install and execute
 COPY . /freqtrade/
diff --git a/requirements-pi.txt b/requirements-pi.txt
deleted file mode 100644
index 575107e2d..000000000
--- a/requirements-pi.txt
+++ /dev/null
@@ -1,23 +0,0 @@
-ccxt==1.18.270
-SQLAlchemy==1.2.18
-python-telegram-bot==11.1.0
-arrow==0.13.1
-cachetools==3.1.0
-requests==2.21.0
-urllib3==1.24.1
-wrapt==1.11.1
-scikit-learn==0.20.2
-joblib==0.13.2
-jsonschema==2.6.0
-TA-Lib==0.4.17
-tabulate==0.8.3
-coinmarketcap==5.0.3
-
-# Required for hyperopt
-scikit-optimize==0.5.2
-
-# find first, C search in arrays
-py_find_1st==1.1.3
-
-#Load ticker files 30% faster
-python-rapidjson==0.7.0