diff --git a/api/dataset.ts b/api/dataset.ts
new file mode 100644
index 0000000..e1d260b
--- /dev/null
+++ b/api/dataset.ts
@@ -0,0 +1,9 @@
+import { client } from "./client.ts";
+
+export const datasets = {
+  create: client("/datasets").post,
+  get: client("/datasets/{id}").get,
+  list: client("/datasets").get,
+  delete: client("/datasets/{id}").delete,
+  update: client("/datasets/{id}").put,
+};
diff --git a/commands/dataset/create/mod.ts b/commands/dataset/create/mod.ts
new file mode 100644
index 0000000..b786130
--- /dev/null
+++ b/commands/dataset/create/mod.ts
@@ -0,0 +1,70 @@
+import { datasets } from "../../../api/dataset.ts";
+import { fields } from "../../../flags.ts";
+import { asserts } from "../../../lib/asserts.ts";
+import { dataTable } from "../../../lib/data-table.ts";
+import { loading } from "../../../lib/loading.ts";
+import { pickJson } from "../../../lib/pick-json.ts";
+import { command, flag, flags } from "../../../zcli.ts";
+import { defaultFields } from "../mod.ts";
+
+/**
+ * This variable is automatically generated by `zcli add`. Do not remove this
+ * or change its name unless you're no longer using `zcli add`.
+ */
+const subCommands: ReturnType<typeof command>[] = [];
+
+export const create = command("create", {
+  short: "Create a dataset",
+  long: `
+    Create a dataset.
+  `,
+  commands: subCommands,
+  flags: flags({
+    fields,
+  }).merge(flags({
+    "name": flag({
+      aliases: ["n"],
+      short: "The name of the dataset",
+    }).string(),
+    "description": flag({
+      short: "The description of the dataset",
+    }).ostring(),
+    "storage-provider-id": flag({
+      short: "The ID of the storage provider to use for the dataset",
+    }).ostring(),
+    "is-public": flag({
+      short: "Whether the dataset is public",
+    }).oboolean(),
+  })),
+  // We use command metadata in the `persistentPreRun` function to check if a
+  // command requires an API key. If it does, we'll check to see if one is
+  // set. If not, we'll throw an error.
+  meta: {
+    requireApiKey: true,
+    requireInGoodStanding: true,
+  },
+}).run(
+  async function* ({ flags }) {
+    const response = await loading(
+      datasets.create({
+        name: flags.name,
+        description: flags.description,
+        storageProviderId: flags["storage-provider-id"],
+        isPublic: flags["is-public"] ?? false,
+      }),
+    );
+
+    asserts(response.ok, response);
+    const result = response.data;
+
+    if (flags.json) {
+      yield pickJson(result, flags.fields);
+    } else {
+      for await (
+        const line of dataTable([result], flags.fields ?? defaultFields)
+      ) {
+        yield line;
+      }
+    }
+  },
+);
diff --git a/commands/dataset/delete/mod.ts b/commands/dataset/delete/mod.ts
new file mode 100644
index 0000000..407902f
--- /dev/null
+++ b/commands/dataset/delete/mod.ts
@@ -0,0 +1,63 @@
+import { datasets } from "../../../api/dataset.ts";
+import { fields } from "../../../flags.ts";
+import { asserts } from "../../../lib/asserts.ts";
+import { dataTable } from "../../../lib/data-table.ts";
+import { loading } from "../../../lib/loading.ts";
+import { pickJson } from "../../../lib/pick-json.ts";
+import { input } from "../../../prompts/input.ts";
+import { args, command, flags, z } from "../../../zcli.ts";
+import { defaultFields } from "../mod.ts";
+
+/**
+ * This variable is automatically generated by `zcli add`. Do not remove this
+ * or change its name unless you're no longer using `zcli add`.
+ */
+const subCommands: ReturnType<typeof command>[] = [];
+
+export const del = command("delete", {
+  short: "Delete a dataset",
+  long: `
+    Delete a dataset from a team.
+  `,
+  commands: subCommands,
+  args: args().tuple([
+    z.string().describe("The ID of the dataset to delete"),
+  ]).optional(),
+  flags: flags({
+    fields,
+  }),
+  // We use command metadata in the `persistentPreRun` function to check if a
+  // command requires an API key. If it does, we'll check to see if one is
+  // set. If not, we'll throw an error.
+  meta: {
+    requireApiKey: true,
+  },
+}).run(
+  async function* ({ args, flags }) {
+    let [id] = args;
+
+    if (!id) {
+      id = await input("ID:", {
+        filter: (v) => !!v.sequence.match(/[a-zA-Z0-9_-]/),
+      });
+      asserts(id, "A dataset ID is required");
+    }
+
+    const response = await loading(
+      datasets.delete({ id }),
+    );
+
+    asserts(response.ok, response);
+    const result = response.data;
+
+    if (flags.json) {
+      yield pickJson(result, flags.fields);
+    } else {
+      for await (
+        const line of dataTable([result], flags.fields ?? defaultFields)
+      ) {
+        yield line;
+      }
+    }
+  },
+);
diff --git a/commands/dataset/get/mod.ts b/commands/dataset/get/mod.ts
new file mode 100644
index 0000000..33df9a5
--- /dev/null
+++ b/commands/dataset/get/mod.ts
@@ -0,0 +1,63 @@
+import { datasets } from "../../../api/dataset.ts";
+import { fields } from "../../../flags.ts";
+import { asserts } from "../../../lib/asserts.ts";
+import { dataTable } from "../../../lib/data-table.ts";
+import { loading } from "../../../lib/loading.ts";
+import { pickJson } from "../../../lib/pick-json.ts";
+import { input } from "../../../prompts/input.ts";
+import { args, command, flags, z } from "../../../zcli.ts";
+import { defaultFields } from "../mod.ts";
+
+/**
+ * This variable is automatically generated by `zcli add`. Do not remove this
+ * or change its name unless you're no longer using `zcli add`.
+ */
+const subCommands: ReturnType<typeof command>[] = [];
+
+export const get = command("get", {
+  short: "Get a dataset",
+  long: `
+    Get a dataset from a team.
+  `,
+  commands: subCommands,
+  args: args().tuple([
+    z.string().describe("The ID of the dataset to get"),
+  ]).optional(),
+  flags: flags({
+    fields,
+  }),
+  // We use command metadata in the `persistentPreRun` function to check if a
+  // command requires an API key. If it does, we'll check to see if one is
+  // set. If not, we'll throw an error.
+  meta: {
+    requireApiKey: true,
+  },
+}).run(
+  async function* ({ args, flags }) {
+    let [id] = args;
+
+    if (!id) {
+      id = await input("ID:", {
+        filter: (v) => !!v.sequence.match(/[a-zA-Z0-9_-]/),
+      });
+      asserts(id, "A dataset ID is required");
+    }
+
+    const response = await loading(
+      datasets.get({ id }),
+    );
+
+    asserts(response.ok, response);
+    const result = response.data;
+
+    if (flags.json) {
+      yield pickJson(result, flags.fields);
+    } else {
+      for await (
+        const line of dataTable([result], flags.fields ?? defaultFields)
+      ) {
+        yield line;
+      }
+    }
+  },
+);
diff --git a/commands/dataset/list/mod.ts b/commands/dataset/list/mod.ts
new file mode 100644
index 0000000..9786539
--- /dev/null
+++ b/commands/dataset/list/mod.ts
@@ -0,0 +1,63 @@
+import { datasets } from "../../../api/dataset.ts";
+import { config } from "../../../config.ts";
+import * as psFlags from "../../../flags.ts";
+import { asserts } from "../../../lib/asserts.ts";
+import { dataTable } from "../../../lib/data-table.ts";
+import { loading } from "../../../lib/loading.ts";
+import { pickJson } from "../../../lib/pick-json.ts";
+import { command } from "../../../zcli.ts";
+import { defaultFields } from "../mod.ts";
+
+/**
+ * This variable is automatically generated by `zcli add`. Do not remove this
+ * or change its name unless you're no longer using `zcli add`.
+ */
+const subCommands: ReturnType<typeof command>[] = [];
+
+export const list = command("list", {
+  short: "List datasets.",
+  long: ({ root }) => `
+    List datasets in your team or project.
+
+    Pick a subset of fields to display:
+    \`\`\`
+    ${root.name} dataset list -F name -F dtModified
+    \`\`\`
+  `,
+  commands: subCommands,
+  flags: psFlags.paginator,
+  // We use command metadata in the `persistentPreRun` function to check if a
+  // command requires an API key. If it does, we'll check to see if one is
+  // set. If not, we'll throw an error.
+  meta: {
+    requireApiKey: true,
+  },
+}).run(
+  async function* ({ flags }) {
+    const team = await config.get("team");
+    asserts(team, "You must be in a team to list datasets.");
+    const result = await loading(
+      datasets.list({
+        limit: flags.limit,
+        after: flags.after,
+        order: flags.asc ? "asc" : undefined,
+      }),
+      { enabled: !flags.json },
+    );
+
+    asserts(result.ok, result);
+
+    if (!flags.json) {
+      for await (
+        const line of dataTable(
+          result.data.items,
+          flags.fields ?? defaultFields,
+        )
+      ) {
+        yield line;
+      }
+    } else {
+      yield pickJson(result.data, flags.fields);
+    }
+  },
+);
diff --git a/commands/dataset/mod.ts b/commands/dataset/mod.ts
new file mode 100644
index 0000000..46a0ac3
--- /dev/null
+++ b/commands/dataset/mod.ts
@@ -0,0 +1,44 @@
+import { env } from "../../env.ts";
+import { command } from "../../zcli.ts";
+import { create } from "./create/mod.ts";
+import { del } from "./delete/mod.ts";
+import { get } from "./get/mod.ts";
+import { list } from "./list/mod.ts";
+import { update } from "./update/mod.ts";
+
+export const defaultFields = [
+  "id",
+  "name",
+  "description",
+  "storageProviderId",
+  "isPublic",
+];
+
+/**
+ * This variable is automatically generated by `zcli add`. Do not remove this
+ * or change its name unless you're no longer using `zcli add`.
+ */
+const subCommands: ReturnType<typeof command>[] = [
+  create,
+  get,
+  list,
+  del,
+  update,
+];
+
+export const dataset = command("dataset", {
+  short: "Manage your datasets",
+  long: `
+    Manage your datasets.
+
+    For more information, see ${new URL(
+    "/storage/datasets",
+    env.get("PAPERSPACE_DOCS_URL"),
+  )}.
+  `,
+  commands: subCommands,
+}).run(function* ({ ctx }) {
+  for (const line of dataset.help(ctx)) {
+    yield line;
+  }
+});
diff --git a/commands/dataset/update/mod.ts b/commands/dataset/update/mod.ts
new file mode 100644
index 0000000..1b88da2
--- /dev/null
+++ b/commands/dataset/update/mod.ts
@@ -0,0 +1,75 @@
+import { datasets } from "../../../api/dataset.ts";
+import { fields } from "../../../flags.ts";
+import { asserts } from "../../../lib/asserts.ts";
+import { dataTable } from "../../../lib/data-table.ts";
+import { loading } from "../../../lib/loading.ts";
+import { pickJson } from "../../../lib/pick-json.ts";
+import { input } from "../../../prompts/input.ts";
+import { args, command, flag, flags, z } from "../../../zcli.ts";
+import { defaultFields } from "../mod.ts";
+
+/**
+ * This variable is automatically generated by `zcli add`. Do not remove this
+ * or change its name unless you're no longer using `zcli add`.
+ */
+const subCommands: ReturnType<typeof command>[] = [];
+
+export const update = command("update", {
+  short: "Update a dataset",
+  long: `
+    Update a dataset in a project or team.
+  `,
+  commands: subCommands,
+  args: args().tuple([
+    z.string().describe("The ID of the dataset to update"),
+  ]).optional(),
+  flags: flags({
+    fields,
+  }).merge(flags({
+    "name": flag({
+      aliases: ["n"],
+      short: "The name of the dataset",
+    }).string(),
+    "description": flag({
+      short: "The description of the dataset",
+    }).ostring(),
+  })),
+  // We use command metadata in the `persistentPreRun` function to check if a
+  // command requires an API key. If it does, we'll check to see if one is
+  // set. If not, we'll throw an error.
+  meta: {
+    requireApiKey: true,
+  },
+}).run(
+  async function* ({ args, flags }) {
+    let [id] = args;
+
+    if (!id) {
+      id = await input("ID:", {
+        filter: (v) => !!v.sequence.match(/[a-zA-Z0-9_-]/),
+      });
+      asserts(id, "A dataset ID is required");
+    }
+
+    const response = await loading(
+      datasets.update({
+        id,
+        name: flags.name,
+        description: flags.description,
+      }),
+    );
+
+    asserts(response.ok, response);
+    const result = response.data;
+
+    if (flags.json) {
+      yield pickJson(result, flags.fields);
+    } else {
+      for await (
+        const line of dataTable([result], flags.fields ?? defaultFields)
+      ) {
+        yield line;
+      }
+    }
+  },
+);
diff --git a/commands/mod.ts b/commands/mod.ts
index f33b1e8..bb51e09 100644
--- a/commands/mod.ts
+++ b/commands/mod.ts
@@ -1,36 +1,36 @@
-import { app, completion, fmt, version } from "../zcli.ts";
+import { billingAccountStanding } from "../api/billing.ts";
+import { config as appConfig } from "../config.ts";
+import { credentials } from "../credentials.ts";
 import { semver } from "../deps.ts";
-import { VERSION } from "../version.ts";
+import { env } from "../env.ts";
 import { AppError } from "../errors.ts";
+import { asserts } from "../lib/asserts.ts";
 import { logger } from "../logger.ts";
-import { env } from "../env.ts";
-import { config as appConfig } from "../config.ts";
-import { credentials } from "../credentials.ts";
-import { getLatestVersion } from "./upgrade/mod.ts";
-import { project } from "./project/mod.ts";
-import { deployment } from "./deployment/mod.ts";
+import { VERSION } from "../version.ts";
+import { app, completion, fmt, version } from "../zcli.ts";
+import { autoscalingGroup } from "./autoscaling-group/mod.ts";
 import { config } from "./config/mod.ts";
-import { upgrade } from "./upgrade/mod.ts";
-import { signup } from "./signup/mod.ts";
 import { console } from "./console/mod.ts";
+import { dataset } from "./dataset/mod.ts";
+import { deployment } from "./deployment/mod.ts";
 import { docs } from "./docs/mod.ts";
-import { logout } from "./logout/mod.ts";
-import { login } from "./login/mod.ts";
 import { init } from "./init/mod.ts";
-import { up } from "./up/mod.ts";
-import { secret } from "./secret/mod.ts";
-import { sharedDrive } from "./shared-drive/mod.ts";
-import { privateNetwork } from "./private-network/mod.ts";
-import { publicIp } from "./public-ip/mod.ts";
+import { login } from "./login/mod.ts";
+import { logout } from "./logout/mod.ts";
 import { machineEvent } from "./machine-event/mod.ts";
 import { machine } from "./machine/mod.ts";
+import { model } from "./model/mod.ts";
+import { privateNetwork } from "./private-network/mod.ts";
+import { project } from "./project/mod.ts";
+import { publicIp } from "./public-ip/mod.ts";
+import { secret } from "./secret/mod.ts";
+import { sharedDrive } from "./shared-drive/mod.ts";
+import { signup } from "./signup/mod.ts";
 import { snapshot } from "./snapshot/mod.ts";
-import { template } from "./template/mod.ts";
 import { startupScript } from "./startup-script/mod.ts";
-import { autoscalingGroup } from "./autoscaling-group/mod.ts";
-import { model } from "./model/mod.ts";
-import { billingAccountStanding } from "../api/billing.ts";
-import { asserts } from "../lib/asserts.ts";
+import { template } from "./template/mod.ts";
+import { up } from "./up/mod.ts";
+import { getLatestVersion, upgrade } from "./upgrade/mod.ts";
 
 /**
  * This variable is automatically generated by `zcli add`. Do not remove this
@@ -40,6 +40,7 @@ export const commands = [
   autoscalingGroup,
   config,
   console,
+  dataset,
   deployment,
   docs,
   init,