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Artificial Intelligence
Unleashing the Power of the Julia SuperType
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October 11, 2023
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Artificial Intelligence
Unleashing the Power of Predictive Modeling: Overcoming Challenges in Forecasting Annual Revenue Intro Challenges Approaches Model Strategy Mid — Summary
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June 30, 2023
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Artificial Intelligence
Unleashing the Power of Multiple Timeseries Forecasting 📊💡 Create forecasts with Stats & ML methods. Stats Methods with StatsForecast ML Methods with MLForecast Forecast plots Validate Model’s Performance Plot CV Aggregate sales forecasts for all items Evaluate forecasts per store_item and CV window Distribution of errors Select Best Model Per Item_id & Cross Validation Fold We will find the perfect performing model per store_item (=item_id), evaluation metric & cross validation fold In what number of cross validation fold & metric is each model over performing best? What’s the perfect model for store_item=”1_1″ sales forecasting? Visualize the forecasts of the perfect model for unique_id == “1_1” Visualize AutoETS forecasts for more unique_ids Visualize XGBRegressor forecasts for more unique_ids Sources
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June 21, 2023
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Artificial Intelligence
My Journey with Machine Learning Algorithms Embarking on the Machine Learning Adventure What are Machine Learning Algorithms? Varieties of Machine Learning Algorithms 1. Supervised Learning: Guiding Computers with Labeled Data 2. Unsupervised Learning: Discovering Hidden Patterns within the Chaos 3. Reinforcement Learning: Training Algorithms Through Trial and Error 4. Deep Learning: Unleashing the Power of Neural Networks Selecting the Right Algorithm: The Perfect Fit Resources and Communities Now! Unleash Your Machine Learning Potential
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June 14, 2023
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Artificial Intelligence
Unleashing the Power of ChatGPT The Ultimate AI Language Model Introduction Conclusion 👇👇👇
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April 10, 2023
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Artificial Intelligence
Introducing PetGPT: Unleashing the True Thoughts of Your Cats and Dogs Paws for Applause: PetGPT Reveals Pet Talk Pet-sclusive Book Clubs A Tail of Success: PetGPT’s Rise on Social Media
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April 4, 2023
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Artificial Intelligence
Introducing PetGPT: Unleashing the True Thoughts of Your Cats and Dogs Paws for Applause: PetGPT Reveals Pet Talk Pet-sclusive Book Clubs A Tail of Success: PetGPT’s Rise on Social Media
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April 4, 2023
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Artificial Intelligence
Unleashing Creativity with Bard: Google’s AI-Powered Collaborative Writing Tool
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March 25, 2023
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Artificial Intelligence
Unleashing the Power of GPT-3: High-quality-Tuning for Superhero Descriptions What is required for fine-tuning? A superhero description generation tool Creation of an artificial set of knowledge for fine-tuning High-quality-tuning the GPT model And now it’s time to check your recent model To conclude Thanks for reading!
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February 20, 2023
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