{"id":2478,"date":"2025-12-09T13:30:54","date_gmt":"2025-12-09T13:30:54","guid":{"rendered":"https:\/\/basavapurushottam.com\/?p=2478"},"modified":"2025-12-15T11:39:51","modified_gmt":"2025-12-15T11:39:51","slug":"lesson-plan","status":"publish","type":"post","link":"https:\/\/basavapurushottam.com\/index.php\/2025\/12\/09\/lesson-plan\/","title":{"rendered":"Lesson Plan"},"content":{"rendered":"\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-purple-color\">Month 1: Absolute Basics of Python (Weeks 1-5)<\/mark><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\"><strong>Week 1: Getting Started with Python (10 hours)<\/strong><\/mark>\n<ul class=\"wp-block-list\">\n<li>Learn: What is Python? Installing (step-by-step: download from python.org; use Anaconda if easier for AI libs later). Hello World print statement. Using online tools like Replit if install fails.<\/li>\n\n\n\n<li>AI Tie-in: Python as the &#8220;language&#8221; for telling AI what to do.<\/li>\n\n\n\n<li>Mini-Project: Print &#8220;Hello, AI World!&#8221; and tweak it.<\/li>\n\n\n\n<li>Video Topic: &#8220;Python from Zero: My First Setup as a Total Beginner.&#8221;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 2: Variables and Data Types (10 hours)<\/mark><\/strong>\n<ul class=\"wp-block-list\">\n<li>Learn: What are variables? Basic types (numbers, text). Simple math operations.<\/li>\n\n\n\n<li>AI Tie-in: Storing AI data like numbers for predictions.<\/li>\n\n\n\n<li>Mini-Project: Assign and print a number (e.g., your age) and add 1.<\/li>\n\n\n\n<li>Video Topic: &#8220;Storing Stuff in Python: Variables for AI Beginners.&#8221;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 3: Basic Logic and Decisions (10 hours)<\/mark><\/strong>\n<ul class=\"wp-block-list\">\n<li>Learn: If statements (e.g., if number &gt; 10, print &#8220;Big!&#8221;). Simple conditions.<\/li>\n\n\n\n<li>AI Tie-in: Decisions in AI, like classifying if something is &#8220;positive&#8221; or &#8220;negative.&#8221;<\/li>\n\n\n\n<li>Mini-Project: Check if a number is even\/odd.<\/li>\n\n\n\n<li>Video Topic: &#8220;Making Choices in Code: If-Else for Novices.&#8221;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 4: Loops for Repetition (10 hours)<\/mark><\/strong>\n<ul class=\"wp-block-list\">\n<li>Learn: For loops (repeat 5 times). While loops basics.<\/li>\n\n\n\n<li>AI Tie-in: Repeating tasks over data, like checking multiple AI inputs.<\/li>\n\n\n\n<li>Mini-Project: Print numbers 1-10 in a loop.<\/li>\n\n\n\n<li>Video Topic: &#8220;Looping Basics: Repeating Code for AI Data.&#8221;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 5: Review and Simple Combinations (10 hours)<\/mark><\/strong>\n<ul class=\"wp-block-list\">\n<li>Learn: Mix variables, ifs, loops.<\/li>\n\n\n\n<li>AI Tie-in: Basic data checks.<\/li>\n\n\n\n<li>Mini-Project: Loop to print even numbers up to 20.<\/li>\n\n\n\n<li>Video Topic: &#8220;Week 5 Recap: Putting Basics Together as a Newbie.&#8221;<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-purple-color\">Month 1 Milestone: Comfortable running simple scripts. Share a &#8220;My First Month Wins&#8221; video.<\/mark><\/strong><\/p>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-purple-color\">Month 2: Handling Data Structures (Weeks 6-9)<\/mark><\/strong><\/p>\n\n\n\n<p><mark style=\"background-color:rgba(0, 0, 0, 0);color:#075a3d\" class=\"has-inline-color\"><strong><em>Focus: Storing more data simply. Slower intro to lists\/dicts<\/em><\/strong>.<\/mark><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 6: Lists \u2013 Your First Data Collection (10 hours)<\/mark><\/strong>\n<ul class=\"wp-block-list\">\n<li>Learn: Creating lists, adding\/removing items, accessing by position.<\/li>\n\n\n\n<li>AI Tie-in: Lists as mini-datasets for AI.<\/li>\n\n\n\n<li>Mini-Project: List of fruits; print the first one.<\/li>\n\n\n\n<li>Video Topic: &#8220;Lists in Python: Grouping Data for AI.&#8221;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 7: More on Lists and Loops (10 hours)<\/mark><\/strong>\n<ul class=\"wp-block-list\">\n<li>Learn: Looping over lists, list comprehensions (simple version).<\/li>\n\n\n\n<li>AI Tie-in: Processing AI data one by one.<\/li>\n\n\n\n<li>Mini-Project: Loop to double numbers in a list.<\/li>\n\n\n\n<li>Video Topic: &#8220;Working with Lists: Beginner Loops for AI.&#8221;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 8: Dictionaries \u2013 Key-Value Pairs (10 hours)<\/mark><\/strong>\n<ul class=\"wp-block-list\">\n<li>Learn: Creating dicts, adding keys, accessing values.<\/li>\n\n\n\n<li>AI Tie-in: Storing AI settings (e.g., {&#8220;model&#8221;: &#8220;simple&#8221;}).<\/li>\n\n\n\n<li>Mini-Project: Dict for person info; print age.<\/li>\n\n\n\n<li>Video Topic: &#8220;Dictionaries: Organizing AI Info Easily.&#8221;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 9: Functions \u2013 Reusable Code Blocks (10 hours)<\/mark><\/strong>\n<ul class=\"wp-block-list\">\n<li>Learn: Defining simple functions, calling them.<\/li>\n\n\n\n<li>AI Tie-in: Reuse code for AI tasks.<\/li>\n\n\n\n<li>Mini-Project: Function to add two numbers.<\/li>\n\n\n\n<li>Video Topic: &#8220;My First Functions: Reusing Code as a Novice.&#8221;<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-purple-color\"><strong>Month 2 Milestone: Basic data handler script. &#8220;Month 2: Data Basics Mastered&#8221; video.<\/strong><\/mark><\/p>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-purple-color\">Month 3: Practical Tools and Files (Weeks 10-13)<\/mark><\/strong><\/p>\n\n\n\n<p><mark style=\"background-color:rgba(0, 0, 0, 0);color:#04402b\" class=\"has-inline-color\"><strong>Focus: Errors, files \u2013 with lots of troubleshooting tips.<\/strong><\/mark><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 10: Handling Errors Gently (10 hours)<\/mark><\/strong>\n<ul class=\"wp-block-list\">\n<li>Learn: Common errors, try-except basics.<\/li>\n\n\n\n<li>AI Tie-in: Making AI code not crash on bad data.<\/li>\n\n\n\n<li>Mini-Project: Safe addition function.<\/li>\n\n\n\n<li>Video Topic: &#8220;Fixing Mistakes: Error Handling for Beginners.&#8221;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 11: Working with Files (10 hours)<\/mark><\/strong>\n<ul class=\"wp-block-list\">\n<li>Learn: Reading\/writing simple text files.<\/li>\n\n\n\n<li>AI Tie-in: Loading AI data from files.<\/li>\n\n\n\n<li>Mini-Project: Write &#8220;Hello&#8221; to a file, read it back.<\/li>\n\n\n\n<li>Video Topic: &#8220;Files in Python: Storing AI Data.&#8221;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 12: Modules and Imports (10 hours)<\/mark><\/strong>\n<ul class=\"wp-block-list\">\n<li>Learn: Using built-in modules (e.g., math for sqrt).<\/li>\n\n\n\n<li>AI Tie-in: Bringing in tools for AI math.<\/li>\n\n\n\n<li>Mini-Project: Import math, calculate square root.<\/li>\n\n\n\n<li>Video Topic: &#8220;Borrowing Code: Modules for AI Novices.&#8221;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 13: Mini-Project Integration (10 hours)<\/mark><\/strong>\n<ul class=\"wp-block-list\">\n<li>Learn: Combine functions, files, lists.<\/li>\n\n\n\n<li>AI Tie-in: Simple AI-like data flow.<\/li>\n\n\n\n<li>Mini-Project: Read list from file, process with function.<\/li>\n\n\n\n<li>Video Topic: &#8220;Building a Tiny AI Pipeline.&#8221;<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-purple-color\">Month 3 Milestone: Error-free basic script. &#8220;Halfway There&#8221; video with Q&amp;A.<\/mark><\/strong><\/p>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-purple-color\">Month 4: AI Data Libraries (Weeks 14-17)<\/mark><\/strong><\/p>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0);color:#045638\" class=\"has-inline-color\">Focus: Intro to NumPy\/Pandas with visuals.<\/mark><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 14: NumPy \u2013 Numbers Made Easy (10 hours)<\/mark><\/strong>\n<ul class=\"wp-block-list\">\n<li>Learn: Arrays, basic operations.<\/li>\n\n\n\n<li>AI Tie-in: Fast math for AI.<\/li>\n\n\n\n<li>Mini-Project: Create array, add 1 to each.<\/li>\n\n\n\n<li>Video Topic: &#8220;NumPy Intro: AI Numbers for Beginners.&#8221;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 15: More NumPy (10 hours)<\/mark><\/strong>\n<ul class=\"wp-block-list\">\n<li>Learn: Shaping arrays, simple stats.<\/li>\n\n\n\n<li>AI Tie-in: Data prep for models.<\/li>\n\n\n\n<li>Mini-Project: Average of array.<\/li>\n\n\n\n<li>Video Topic: &#8220;NumPy Fun: Shaping AI Data.&#8221;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 16: Pandas \u2013 Tables for Data (10 hours)<\/mark><\/strong>\n<ul class=\"wp-block-list\">\n<li>Learn: DataFrames, reading CSV.<\/li>\n\n\n\n<li>AI Tie-in: Handling real AI datasets.<\/li>\n\n\n\n<li>Mini-Project: Load small CSV, print head.<\/li>\n\n\n\n<li>Video Topic: &#8220;Pandas Basics: AI Tables.&#8221;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 17: Cleaning Data with Pandas (10 hours)<\/mark><\/strong>\n<ul class=\"wp-block-list\">\n<li>Learn: Drop missing values, simple filters.<\/li>\n\n\n\n<li>AI Tie-in: Clean data for better AI.<\/li>\n\n\n\n<li>Mini-Project: Clean a sample dataset.<\/li>\n\n\n\n<li>Video Topic: &#8220;Pandas Cleaning: Novice AI Prep.&#8221;<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-purple-color\">Month 4 Milestone: Data loading\/cleaning script. &#8220;Data Tools Unlocked&#8221; video.<\/mark><\/strong><\/p>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-purple-color\">Month 5: Visualization and Stats (Weeks 18-21)<\/mark><\/strong><\/p>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0);color:#03422b\" class=\"has-inline-color\">Focus: Seeing data; keep simple.<\/mark><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Week 18: Matplotlib \u2013 Basic Plots (10 hours)<\/strong>\n<ul class=\"wp-block-list\">\n<li>Learn: Line plots, labels.<\/li>\n\n\n\n<li>AI Tie-in: See AI results.<\/li>\n\n\n\n<li>Mini-Project: Plot numbers 1-10.<\/li>\n\n\n\n<li>Video Topic: &#8220;Plotting with Matplotlib: Visual AI.&#8221;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Week 19: Seaborn \u2013 Prettier Plots (10 hours)<\/strong>\n<ul class=\"wp-block-list\">\n<li>Learn: Simple bar charts.<\/li>\n\n\n\n<li>AI Tie-in: Data insights.<\/li>\n\n\n\n<li>Mini-Project: Bar chart from list.<\/li>\n\n\n\n<li>Video Topic: &#8220;Seaborn for Beginners: AI Views.&#8221;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Week 20: Basic Stats (10 hours)<\/strong>\n<ul class=\"wp-block-list\">\n<li>Learn: Mean, median with NumPy\/Pandas.<\/li>\n\n\n\n<li>AI Tie-in: Analyze AI data.<\/li>\n\n\n\n<li>Mini-Project: Stats on sample data.<\/li>\n\n\n\n<li>Video Topic: &#8220;Simple Stats for AI.&#8221;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Week 21: EDA Integration (10 hours)<\/strong>\n<ul class=\"wp-block-list\">\n<li>Learn: Combine data + viz.<\/li>\n\n\n\n<li>AI Tie-in: Explore before modeling.<\/li>\n\n\n\n<li>Mini-Project: Basic EDA on CSV.<\/li>\n\n\n\n<li>Video Topic: &#8220;Exploring Data: Novice Style.&#8221;<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p><strong>Month 5 Milestone<\/strong>: Visual data report. &#8220;Seeing AI Data&#8221; video.<\/p>\n\n\n\n<p><strong>Month 6: Intro to ML and DL (Weeks 22-26)<\/strong><\/p>\n\n\n\n<p>Focus: Simple models; use pre-made datasets.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Week 22: Scikit-learn Regression (10 hours)<\/strong>\n<ul class=\"wp-block-list\">\n<li>Learn: Basic linear model.<\/li>\n\n\n\n<li>AI Tie-in: Predictions.<\/li>\n\n\n\n<li>Mini-Project: Predict from toy data.<\/li>\n\n\n\n<li>Video Topic: &#8220;First AI Model: Regression.&#8221;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Week 23: Classification Basics (10 hours)<\/strong>\n<ul class=\"wp-block-list\">\n<li>Learn: Simple classifier.<\/li>\n\n\n\n<li>AI Tie-in: Categories.<\/li>\n\n\n\n<li>Mini-Project: Iris intro.<\/li>\n\n\n\n<li>Video Topic: &#8220;Classifying with AI.&#8221;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Week 24: Unsupervised and Tuning (10 hours)<\/strong>\n<ul class=\"wp-block-list\">\n<li>Learn: Basic clustering, simple tweaks.<\/li>\n\n\n\n<li>AI Tie-in: Patterns.<\/li>\n\n\n\n<li>Mini-Project: Cluster points.<\/li>\n\n\n\n<li>Video Topic: &#8220;AI Without Labels.&#8221;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Week 25: TensorFlow Basics (10 hours)<\/strong>\n<ul class=\"wp-block-list\">\n<li>Learn: Simple neural net.<\/li>\n\n\n\n<li>AI Tie-in: Deep AI.<\/li>\n\n\n\n<li>Mini-Project: Basic prediction.<\/li>\n\n\n\n<li>Video Topic: &#8220;Deep Learning Start.&#8221;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Week 26: Capstone Project (10 hours)<\/strong>\n<ul class=\"wp-block-list\">\n<li>Learn: Full simple AI flow.<\/li>\n\n\n\n<li>AI Tie-in: End-to-end.<\/li>\n\n\n\n<li>Mini-Project: Sentiment or image basics.<\/li>\n\n\n\n<li>Video Topic: &#8220;6 Months Done: My Novice AI Journey.&#8221;<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p><strong>Month 6 Milestone<\/strong>: Complete AI project. Final celebration video.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Month 1: Absolute Basics of Python (Weeks 1-5) Month 1 Milestone: Comfortable running simple scripts. Share a &#8220;My First Month Wins&#8221; video. Month 2: Handling Data Structures (Weeks 6-9) Focus: Storing more data simply. Slower intro to lists\/dicts. Month 2 Milestone: Basic data handler script. &#8220;Month 2: Data Basics Mastered&#8221; video. Month 3: Practical Tools [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"off","_et_pb_old_content":"<!-- wp:paragraph -->\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-purple-color\">Month 1: Absolute Basics of Python (Weeks 1-5)<\/mark><\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\"><strong>Week 1: Getting Started with Python (10 hours)<\/strong><\/mark><!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Learn: What is Python? Installing (step-by-step: download from python.org; use Anaconda if easier for AI libs later). Hello World print statement. Using online tools like Replit if install fails.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI Tie-in: Python as the \"language\" for telling AI what to do.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Mini-Project: Print \"Hello, AI World!\" and tweak it.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Video Topic: \"Python from Zero: My First Setup as a Total Beginner.\"<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 2: Variables and Data Types (10 hours)<\/mark><\/strong><!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Learn: What are variables? Basic types (numbers, text). Simple math operations.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI Tie-in: Storing AI data like numbers for predictions.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Mini-Project: Assign and print a number (e.g., your age) and add 1.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Video Topic: \"Storing Stuff in Python: Variables for AI Beginners.\"<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 3: Basic Logic and Decisions (10 hours)<\/mark><\/strong><!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Learn: If statements (e.g., if number &gt; 10, print \"Big!\"). Simple conditions.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI Tie-in: Decisions in AI, like classifying if something is \"positive\" or \"negative.\"<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Mini-Project: Check if a number is even\/odd.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Video Topic: \"Making Choices in Code: If-Else for Novices.\"<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 4: Loops for Repetition (10 hours)<\/mark><\/strong><!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Learn: For loops (repeat 5 times). While loops basics.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI Tie-in: Repeating tasks over data, like checking multiple AI inputs.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Mini-Project: Print numbers 1-10 in a loop.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Video Topic: \"Looping Basics: Repeating Code for AI Data.\"<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 5: Review and Simple Combinations (10 hours)<\/mark><\/strong><!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Learn: Mix variables, ifs, loops.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI Tie-in: Basic data checks.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Mini-Project: Loop to print even numbers up to 20.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Video Topic: \"Week 5 Recap: Putting Basics Together as a Newbie.\"<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list -->\n\n<!-- wp:paragraph -->\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-purple-color\">Month 1 Milestone: Comfortable running simple scripts. Share a \"My First Month Wins\" video.<\/mark><\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-purple-color\">Month 2: Handling Data Structures (Weeks 6-9)<\/mark><\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><mark style=\"background-color:rgba(0, 0, 0, 0);color:#075a3d\" class=\"has-inline-color\"><strong><em>Focus: Storing more data simply. Slower intro to lists\/dicts<\/em><\/strong>.<\/mark><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 6: Lists \u2013 Your First Data Collection (10 hours)<\/mark><\/strong><!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Learn: Creating lists, adding\/removing items, accessing by position.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI Tie-in: Lists as mini-datasets for AI.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Mini-Project: List of fruits; print the first one.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Video Topic: \"Lists in Python: Grouping Data for AI.\"<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 7: More on Lists and Loops (10 hours)<\/mark><\/strong><!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Learn: Looping over lists, list comprehensions (simple version).<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI Tie-in: Processing AI data one by one.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Mini-Project: Loop to double numbers in a list.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Video Topic: \"Working with Lists: Beginner Loops for AI.\"<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 8: Dictionaries \u2013 Key-Value Pairs (10 hours)<\/mark><\/strong><!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Learn: Creating dicts, adding keys, accessing values.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI Tie-in: Storing AI settings (e.g., {\"model\": \"simple\"}).<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Mini-Project: Dict for person info; print age.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Video Topic: \"Dictionaries: Organizing AI Info Easily.\"<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 9: Functions \u2013 Reusable Code Blocks (10 hours)<\/mark><\/strong><!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Learn: Defining simple functions, calling them.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI Tie-in: Reuse code for AI tasks.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Mini-Project: Function to add two numbers.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Video Topic: \"My First Functions: Reusing Code as a Novice.\"<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list -->\n\n<!-- wp:paragraph -->\n<p><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-purple-color\"><strong>Month 2 Milestone: Basic data handler script. \"Month 2: Data Basics Mastered\" video.<\/strong><\/mark><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-purple-color\">Month 3: Practical Tools and Files (Weeks 10-13)<\/mark><\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><mark style=\"background-color:rgba(0, 0, 0, 0);color:#04402b\" class=\"has-inline-color\"><strong>Focus: Errors, files \u2013 with lots of troubleshooting tips.<\/strong><\/mark><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 10: Handling Errors Gently (10 hours)<\/mark><\/strong><!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Learn: Common errors, try-except basics.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI Tie-in: Making AI code not crash on bad data.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Mini-Project: Safe addition function.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Video Topic: \"Fixing Mistakes: Error Handling for Beginners.\"<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 11: Working with Files (10 hours)<\/mark><\/strong><!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Learn: Reading\/writing simple text files.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI Tie-in: Loading AI data from files.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Mini-Project: Write \"Hello\" to a file, read it back.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Video Topic: \"Files in Python: Storing AI Data.\"<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 12: Modules and Imports (10 hours)<\/mark><\/strong><!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Learn: Using built-in modules (e.g., math for sqrt).<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI Tie-in: Bringing in tools for AI math.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Mini-Project: Import math, calculate square root.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Video Topic: \"Borrowing Code: Modules for AI Novices.\"<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 13: Mini-Project Integration (10 hours)<\/mark><\/strong><!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Learn: Combine functions, files, lists.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI Tie-in: Simple AI-like data flow.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Mini-Project: Read list from file, process with function.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Video Topic: \"Building a Tiny AI Pipeline.\"<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list -->\n\n<!-- wp:paragraph -->\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-purple-color\">Month 3 Milestone: Error-free basic script. \"Halfway There\" video with Q&amp;A.<\/mark><\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-purple-color\">Month 4: AI Data Libraries (Weeks 14-17)<\/mark><\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0);color:#045638\" class=\"has-inline-color\">Focus: Intro to NumPy\/Pandas with visuals.<\/mark><\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 14: NumPy \u2013 Numbers Made Easy (10 hours)<\/mark><\/strong><!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Learn: Arrays, basic operations.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI Tie-in: Fast math for AI.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Mini-Project: Create array, add 1 to each.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Video Topic: \"NumPy Intro: AI Numbers for Beginners.\"<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 15: More NumPy (10 hours)<\/mark><\/strong><!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Learn: Shaping arrays, simple stats.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI Tie-in: Data prep for models.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Mini-Project: Average of array.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Video Topic: \"NumPy Fun: Shaping AI Data.\"<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 16: Pandas \u2013 Tables for Data (10 hours)<\/mark><\/strong><!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Learn: DataFrames, reading CSV.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI Tie-in: Handling real AI datasets.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Mini-Project: Load small CSV, print head.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Video Topic: \"Pandas Basics: AI Tables.\"<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Week 17: Cleaning Data with Pandas (10 hours)<\/mark><\/strong><!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Learn: Drop missing values, simple filters.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI Tie-in: Clean data for better AI.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Mini-Project: Clean a sample dataset.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Video Topic: \"Pandas Cleaning: Novice AI Prep.\"<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list -->\n\n<!-- wp:paragraph -->\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-purple-color\">Month 4 Milestone: Data loading\/cleaning script. \"Data Tools Unlocked\" video.<\/mark><\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-purple-color\">Month 5: Visualization and Stats (Weeks 18-21)<\/mark><\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0);color:#03422b\" class=\"has-inline-color\">Focus: Seeing data; keep simple.<\/mark><\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li><strong>Week 18: Matplotlib \u2013 Basic Plots (10 hours)<\/strong><!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Learn: Line plots, labels.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI Tie-in: See AI results.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Mini-Project: Plot numbers 1-10.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Video Topic: \"Plotting with Matplotlib: Visual AI.\"<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><strong>Week 19: Seaborn \u2013 Prettier Plots (10 hours)<\/strong><!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Learn: Simple bar charts.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI Tie-in: Data insights.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Mini-Project: Bar chart from list.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Video Topic: \"Seaborn for Beginners: AI Views.\"<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><strong>Week 20: Basic Stats (10 hours)<\/strong><!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Learn: Mean, median with NumPy\/Pandas.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI Tie-in: Analyze AI data.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Mini-Project: Stats on sample data.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Video Topic: \"Simple Stats for AI.\"<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><strong>Week 21: EDA Integration (10 hours)<\/strong><!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Learn: Combine data + viz.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI Tie-in: Explore before modeling.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Mini-Project: Basic EDA on CSV.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Video Topic: \"Exploring Data: Novice Style.\"<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list -->\n\n<!-- wp:paragraph -->\n<p><strong>Month 5 Milestone<\/strong>: Visual data report. \"Seeing AI Data\" video.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Month 6: Intro to ML and DL (Weeks 22-26)<\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Focus: Simple models; use pre-made datasets.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li><strong>Week 22: Scikit-learn Regression (10 hours)<\/strong><!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Learn: Basic linear model.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI Tie-in: Predictions.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Mini-Project: Predict from toy data.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Video Topic: \"First AI Model: Regression.\"<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><strong>Week 23: Classification Basics (10 hours)<\/strong><!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Learn: Simple classifier.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI Tie-in: Categories.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Mini-Project: Iris intro.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Video Topic: \"Classifying with AI.\"<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><strong>Week 24: Unsupervised and Tuning (10 hours)<\/strong><!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Learn: Basic clustering, simple tweaks.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI Tie-in: Patterns.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Mini-Project: Cluster points.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Video Topic: \"AI Without Labels.\"<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><strong>Week 25: TensorFlow Basics (10 hours)<\/strong><!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Learn: Simple neural net.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI Tie-in: Deep AI.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Mini-Project: Basic prediction.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Video Topic: \"Deep Learning Start.\"<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><strong>Week 26: Capstone Project (10 hours)<\/strong><!-- wp:list -->\n<ul class=\"wp-block-list\"><!-- wp:list-item -->\n<li>Learn: Full simple AI flow.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>AI Tie-in: End-to-end.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Mini-Project: Sentiment or image basics.<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li>Video Topic: \"6 Months Done: My Novice AI Journey.\"<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list --><\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list -->\n\n<!-- wp:paragraph -->\n<p><strong>Month 6 Milestone<\/strong>: Complete AI project. Final celebration video.<\/p>\n<!-- \/wp:paragraph -->","_et_gb_content_width":"","footnotes":""},"categories":[64,69],"tags":[],"class_list":["post-2478","post","type-post","status-publish","format-standard","hentry","category-lpwm","category-lesson-plan"],"_links":{"self":[{"href":"https:\/\/basavapurushottam.com\/index.php\/wp-json\/wp\/v2\/posts\/2478","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/basavapurushottam.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/basavapurushottam.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/basavapurushottam.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/basavapurushottam.com\/index.php\/wp-json\/wp\/v2\/comments?post=2478"}],"version-history":[{"count":5,"href":"https:\/\/basavapurushottam.com\/index.php\/wp-json\/wp\/v2\/posts\/2478\/revisions"}],"predecessor-version":[{"id":2565,"href":"https:\/\/basavapurushottam.com\/index.php\/wp-json\/wp\/v2\/posts\/2478\/revisions\/2565"}],"wp:attachment":[{"href":"https:\/\/basavapurushottam.com\/index.php\/wp-json\/wp\/v2\/media?parent=2478"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/basavapurushottam.com\/index.php\/wp-json\/wp\/v2\/categories?post=2478"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/basavapurushottam.com\/index.php\/wp-json\/wp\/v2\/tags?post=2478"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}