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diff --git a/tutorials/onboarding_manual.ipynb b/tutorials/onboarding_manual.ipynb
index efce758..6908c43 100644
--- a/tutorials/onboarding_manual.ipynb
+++ b/tutorials/onboarding_manual.ipynb
@@ -29,9 +29,9 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Step 2: Choosing Your Login Method\n",
+    "## Step 2: Sign up for Synnax App\n",
     "\n",
-    "Synnax allows you to log in with Coinbase and MetaMask. For this tutorial, I'll be using MetaMask.\n",
+    "Synnax allows you to sign up/log in with a wallet or an email. Sign up using either option and finish the sign up process. This will register you in the Synnax App, which is currently open for everyone. It allows registered users to view the credit intelligence for the companies Synnax features. To become a contributor proceed to Step 3.\n",
     "\n",
     "![Login Options](https://synnax-ai.github.io/synnax-lab-sdk/tutorials/img/step_2.png)\n"
    ]
@@ -40,85 +40,64 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Step 3: Connect Your MetaMask Account\n",
+    "## Step 3: Become a contributor\n",
     "\n",
-    "A pop-up window will appear, prompting you to connect your MetaMask account. Follow the instructions to connect, and then click **Next** to proceed.\n",
+    "Apply for Synnax Lab membership as a Data Scientist. In the Synnax Lab section click **EARN WITH SYNNAX LAB** button.\n",
     "\n",
-    "![Connect MetaMask](https://synnax-ai.github.io/synnax-lab-sdk/tutorials/img/step_3.png)"
+    "![Signup Options](https://synnax-ai.github.io/synnax-lab-sdk/tutorials/img/step_3.png)"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Step 4: Provide Necessary Permissions\n",
+    "### 3.1 Fill out the form and click Join\n",
     "\n",
-    "You will be prompted to provide the necessary permissions. Review the permissions request and click **Confirm** to proceed.\n",
+    "We give preference to applications who fill in their **real names and agree to participate in a short introductory video call**.\n",
     "\n",
-    "![Provide Permissions](https://synnax-ai.github.io/synnax-lab-sdk/tutorials/img/step_4.png)"
+    "![Signup Form](https://synnax-ai.github.io/synnax-lab-sdk/tutorials/img/step_3.1.png)"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Step 5: Confirm signature request\n",
+    "## Step 4: Get application approval\n",
     "\n",
-    "You will be prompted to provide the necessary permissions. Review the permissions request and click **Confirm** to proceed.\n",
-    "\n",
-    "![Confirm signature](https://synnax-ai.github.io/synnax-lab-sdk/tutorials/img/step_5.png)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## Step 6: Get approval from the Synnax Team\n",
-    "\n",
-    "In the top right corner click on your profile field, then 'Settings'\n",
-    "\n",
-    "![Settings](https://synnax-ai.github.io/synnax-lab-sdk/tutorials/img/step_6_1.png)\n",
-    "\n",
-    "Then copy your 'Name', by default it is set to you wallet id, you can change it later to your actual name/nickname\n",
-    "\n",
-    "![Name](https://synnax-ai.github.io/synnax-lab-sdk/tutorials/img/step_6_2.png)\n",
-    "\n",
-    "### Send you name as a TG direct message to Danil Zherebtsov @danil_com\n",
-    "\n",
-    "You will get your approval very quickly and after that proceed to the next step."
+    "Your application will be processed in the order when it was received. We are approving 3 applications per week after a short 15 minute introductory video call with each applicant. Typical wait time for interview scheduling is 1-2 weeks."
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Step 7: Create a New API Key\n",
+    "## Step 5: Create a New API Key\n",
     "\n",
-    "In the **API Keys** section, click on **New API Key** to generate a new key.\n",
+    "In the **API Keys** section, click on **NEW API KEY** to generate a new key.\n",
     "\n",
-    "![API Keys](https://synnax-ai.github.io/synnax-lab-sdk/tutorials/img/step_7.png)\n"
+    "![API Keys](https://synnax-ai.github.io/synnax-lab-sdk/tutorials/img/step_5.png)\n"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Step 8: Name Your Key\n",
+    "## Step 6: Name Your Key\n",
     "\n",
-    "Give your API key a name, click each checkbox and **Create** to finalize the process.\n",
+    "Give your API key a name, click each checkbox and **CREATE** to finalize the process.\n",
     "\n",
-    "![Name and Create API Key](https://synnax-ai.github.io/synnax-lab-sdk/tutorials/img/step_8.png)\n"
+    "![Name and Create API Key](https://synnax-ai.github.io/synnax-lab-sdk/tutorials/img/step_6.png)\n"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Step 9: Copy Your API Key\n",
+    "## Step 7: Copy Your API Key\n",
     "\n",
     "Once your API key is created, **copy** it immediately. This key will not be available after closing the modal.\n",
     "\n",
-    "![Copy API Key](https://synnax-ai.github.io/synnax-lab-sdk/tutorials/img/step_9.png)"
+    "![Copy API Key](https://synnax-ai.github.io/synnax-lab-sdk/tutorials/img/step_7.png)"
    ]
   },
   {