diff --git a/examples/basic/basic.ipynb b/examples/basic/basic.ipynb
index 6a83e6a08b5..49658b42357 100644
--- a/examples/basic/basic.ipynb
+++ b/examples/basic/basic.ipynb
@@ -2,12 +2,10 @@
  "cells": [
   {
    "cell_type": "markdown",
+   "metadata": {},
    "source": [
     "# Feast Basic Customer Transactions Example"
-   ],
-   "metadata": {
-    "collapsed": false
-   }
+   ]
   },
   {
    "cell_type": "markdown",
@@ -48,7 +46,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -73,7 +71,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -84,11 +82,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
-    "client = Client(core_url=CORE_URL, serving_url=BATCH_SERVING_URL) # Connect to Feast Core"
+    "client = Client(core_url=CORE_URL, serving_url=BATCH_SERVING_URL) # Connect to Feast Core\n",
+    "client.create_project('customer_project')\n",
+    "client.set_project('customer_project')"
    ]
   },
   {
@@ -107,7 +107,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -119,7 +119,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -154,7 +154,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -174,7 +174,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -197,7 +197,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -213,7 +213,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -230,7 +230,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -255,7 +255,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -280,14 +280,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
     "job = client.get_batch_features(\n",
-    "                            feature_ids=[\n",
-    "                                f\"customer_transactions:{customer_fs.version}:daily_transactions\", \n",
-    "                                f\"customer_transactions:{customer_fs.version}:total_transactions\", \n",
+    "                            feature_refs=[\n",
+    "                                f\"daily_transactions\", \n",
+    "                                f\"total_transactions\", \n",
     "                               ],\n",
     "                            entity_rows=entity_rows\n",
     "                         )\n",
@@ -311,11 +311,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 36,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
-    "online_client = Client(core_url=CORE_URL, serving_url=ONLINE_SERVING_URL)"
+    "online_client = Client(core_url=CORE_URL, serving_url=ONLINE_SERVING_URL)\n",
+    "online_client.set_project(\"customer_project\")"
    ]
   },
   {
@@ -327,14 +328,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 37,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
     "online_features = online_client.get_online_features(\n",
-    "    feature_ids=[\n",
-    "        f\"customer_transactions:{customer_fs.version}:daily_transactions\",\n",
-    "        f\"customer_transactions:{customer_fs.version}:total_transactions\",\n",
+    "    feature_refs=[\n",
+    "        f\"daily_transactions\",\n",
+    "        f\"total_transactions\",\n",
     "    ],\n",
     "    entity_rows=[\n",
     "        GetOnlineFeaturesRequest.EntityRow(\n",
@@ -373,18 +374,18 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.4"
+   "version": "3.7.3"
   },
   "pycharm": {
    "stem_cell": {
     "cell_type": "raw",
-    "source": [],
     "metadata": {
      "collapsed": false
-    }
+    },
+    "source": []
    }
   }
  },
  "nbformat": 4,
  "nbformat_minor": 2
-}
\ No newline at end of file
+}