AI & Machine Learning in Excel 2

What's inside

AI & Machine Learning in Excel 2: 11 courses, 220 hands-on lessons, with a full solutions appendix.

Learn by doing. Every lesson starts with a clear goal and a short explanation, shows the worksheet cell by cell, and gives you tasks to solve on your own computer in Excel, LibreOffice Calc or Google Sheets. When you are done, check your formulas against the solutions and hints in the appendix and correct your sheet.

• 11 complete courses, 220 lessons, 220 exam questions with answers
• Worksheets with row and column labels – easy to type in
• Tasks with exact solutions and hints in the appendix
• All figures are fictional practice data

Every course is also available as an interactive course on tabellab.com, where each cell is checked instantly.

Courses in this book

• Text Classification by Hand: Naive Bayes Spam Filter & Sentiment
• Decision Trees & Ensembles by Hand: Entropy, Information Gain, Random Forests & Boosting
• Embeddings & Vector Search by Hand: Cosine Similarity, Top-k Retrieval & Recall
• AI Chatbot Support Metrics: Containment, Deflection, CSAT & Cost per Resolution
• Clustering Methods by Hand: Hierarchical, k-Medoids, Silhouette & DBSCAN
• Speech Recognition Metrics: Word Error Rate, CER & Real-Time Factor
• Genetic Algorithms by Hand: Selection, Crossover, Mutation & Fitness
• GPU Inference Capacity Planning: Tokens per Second, Batching, Memory & Cost
• ML Model Monitoring: Data Drift, PSI, KS Test & Performance Decay
• Data Labeling for AI: Inter-Annotator Agreement, Label Quality & Labeling Cost
• Image Processing by Hand: Pixels, Convolution Kernels, Edges & Pooling

Details

Format	PDF, US Letter (8.5 × 11 in)
Language	English
Pages	598
Series	The Tabellab Workbook, volume 2
Author	Babala Özdemir
Delivery	Instant download after payment