{"id":768,"date":"2026-02-14T05:51:19","date_gmt":"2026-02-14T05:51:19","guid":{"rendered":"https:\/\/aiopsschool.com\/blog\/?p=768"},"modified":"2026-02-14T05:51:20","modified_gmt":"2026-02-14T05:51:20","slug":"jupyter-notebook-install-in-macos","status":"publish","type":"post","link":"https:\/\/aiopsschool.com\/blog\/jupyter-notebook-install-in-macos\/","title":{"rendered":"Jupyter Notebook Install in MacOs"},"content":{"rendered":"\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83d\ude80 Recommended Way (Professional Setup \u2013 2026)<\/h1>\n\n\n\n<p>We will use:<\/p>\n\n\n\n<p>\u2705 Homebrew Python<br>\u2705 Virtual Environment<br>\u2705 JupyterLab (modern)<br>\u2705 Proper PATH handling<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83e\udde9 Step 0 \u2014 Check Mac Type<\/h1>\n\n\n\n<pre class=\"wp-block-code\"><code>uname -m\n<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>arm64<\/code> \u2192 Apple Silicon (M1\/M2\/M3)<\/li>\n\n\n\n<li><code>x86_64<\/code> \u2192 Intel<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83e\udde9 Step 1 \u2014 Install Homebrew (if not installed)<\/h1>\n\n\n\n<pre class=\"wp-block-code\"><code>\/bin\/bash -c \"$(curl -fsSL https:\/\/raw.githubusercontent.com\/Homebrew\/install\/HEAD\/install.sh)\"\n<\/code><\/pre>\n\n\n\n<p>Verify:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>brew --version\n<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83e\udde9 Step 2 \u2014 Install Clean Python (Do NOT use system Python)<\/h1>\n\n\n\n<pre class=\"wp-block-code\"><code>brew install python\n<\/code><\/pre>\n\n\n\n<p>Check:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>which python3\n<\/code><\/pre>\n\n\n\n<p>Should show:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\/opt\/homebrew\/bin\/python3     (Apple Silicon)\n\/usr\/local\/bin\/python3        (Intel)\n<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83e\udde9 Step 3 \u2014 Create Isolated Jupyter Environment (Best Practice)<\/h1>\n\n\n\n<pre class=\"wp-block-code\"><code>mkdir ~\/jupyter-projects\ncd ~\/jupyter-projects\n\npython3 -m venv jupyter-env\nsource jupyter-env\/bin\/activate\n<\/code><\/pre>\n\n\n\n<p>Your terminal will now show:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>(jupyter-env)\n<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83e\udde9 Step 4 \u2014 Upgrade pip Properly<\/h1>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install --upgrade pip\n<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83e\udde9 Step 5 \u2014 Install JupyterLab (Recommended Over Notebook)<\/h1>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install jupyterlab\n<\/code><\/pre>\n\n\n\n<p>If you specifically want classic notebook:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install notebook\n<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83e\udde9 Step 6 \u2014 Run Jupyter<\/h1>\n\n\n\n<p>Modern UI:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>jupyter lab\n<\/code><\/pre>\n\n\n\n<p>Classic UI:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>jupyter notebook\n<\/code><\/pre>\n\n\n\n<p>Opens at:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>http:&#47;&#47;localhost:8888\n<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83e\udde9 Step 7 \u2014 Make It Easier (Optional Alias)<\/h1>\n\n\n\n<p>Open:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>nano ~\/.zshrc\n<\/code><\/pre>\n\n\n\n<p>Add:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>alias jl=\"source ~\/jupyter-projects\/jupyter-env\/bin\/activate &amp;&amp; jupyter lab\"\nalias jn=\"source ~\/jupyter-projects\/jupyter-env\/bin\/activate &amp;&amp; jupyter notebook\"\n<\/code><\/pre>\n\n\n\n<p>Reload:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>source ~\/.zshrc\n<\/code><\/pre>\n\n\n\n<p>Now you can simply run:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>jl\n<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83d\udd25 If You See &#8220;command not found: jupyter&#8221;<\/h1>\n\n\n\n<p>Do NOT panic.<\/p>\n\n\n\n<p>Just run:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>source jupyter-env\/bin\/activate\njupyter lab\n<\/code><\/pre>\n\n\n\n<p>If needed:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>export PATH=\"$HOME\/jupyter-projects\/jupyter-env\/bin:$PATH\"\n<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83e\udde0 Why This Is the Best Method<\/h1>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Method<\/th><th>Problem<\/th><\/tr><\/thead><tbody><tr><td>System Python<\/td><td>Breaks with macOS updates<\/td><\/tr><tr><td>User pip install<\/td><td>PATH mismatch<\/td><\/tr><tr><td>Anaconda<\/td><td>Heavy (2\u20133 GB)<\/td><\/tr><tr><td>Virtualenv + Brew Python<\/td><td>Clean &amp; Stable \u2705<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83c\udfaf Optional: Install Common Packages<\/h1>\n\n\n\n<p>For AI\/Data:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install numpy pandas matplotlib seaborn scikit-learn\n<\/code><\/pre>\n\n\n\n<p>For DevOps:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install requests pyyaml boto3 kubernetes\n<\/code><\/pre>\n\n\n\n<p>For AI\/LLM:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install openai transformers langchain\n<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83d\uded1 If You Already Installed Jupyter Globally (Cleanup)<\/h1>\n\n\n\n<p>You can remove old user installation:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>pip uninstall notebook jupyterlab\n<\/code><\/pre>\n\n\n\n<p>Then follow the clean setup above.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n","protected":false},"excerpt":{"rendered":"<p>\ud83d\ude80 Recommended Way (Professional Setup \u2013 2026) We will use: \u2705 Homebrew Python\u2705 Virtual Environment\u2705 JupyterLab (modern)\u2705 Proper PATH handling [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-768","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/aiopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/768","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aiopsschool.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aiopsschool.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aiopsschool.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aiopsschool.com\/blog\/wp-json\/wp\/v2\/comments?post=768"}],"version-history":[{"count":1,"href":"https:\/\/aiopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/768\/revisions"}],"predecessor-version":[{"id":769,"href":"https:\/\/aiopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/768\/revisions\/769"}],"wp:attachment":[{"href":"https:\/\/aiopsschool.com\/blog\/wp-json\/wp\/v2\/media?parent=768"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aiopsschool.com\/blog\/wp-json\/wp\/v2\/categories?post=768"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aiopsschool.com\/blog\/wp-json\/wp\/v2\/tags?post=768"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}