answer:Sure, I can provide you with a detailed presentation best practice for ML project scoping, along with do/don't examples. Here's an outline of the presentation: I. Introduction * Definition of ML project scoping * Importance of scoping in ML projects * Overview of the presentation II. Do's * Define the problem clearly * Identify the target audience * Set clear goals and objectives * Define the scope of the project * Identify the data sources and requirements * Define the performance metrics * Define the timeline and budget III. Don'ts * Don't assume that the problem is well-defined * Don't ignore the target audience * Don't set unrealistic goals * Don't define the scope too broadly * Don't ignore the data requirements * Don't define the performance metrics too loosely * Don't set an unrealistic timeline or budget IV. Case study: ML project scoping for a recommendation system * Problem definition: Develop a recommendation system for a movie streaming platform * Target audience: Users of the movie streaming platform * Goals and objectives: Increase user engagement and retention, improve the accuracy of recommendations * Scope: Include data from user behavior, movie ratings, and movie metadata * Data sources and requirements: Collect user data from the platform, obtain movie ratings and metadata from external sources * Performance metrics: Measure user engagement and retention, accuracy of recommendations * Timeline and budget: 6 months, 500,000 V. Conclusion * Recap of the presentation * Final thoughts on ML project scoping I hope this presentation best practice for ML project scoping helps you in your future ML projects. Let me know if you have any questions or need further assistance.

answer:Once upon a time, in a cozy little home nestled in a quiet neighborhood, lived a woman named Marie Kondo. Marie was known far and wide for her incredible ability to bring joy and order into people's lives through the art of tidying up. But it wasn't just her organizational skills that made her special; it was the love and care she put into every task she undertook. One sunny morning, as the birds chirped outside, Marie stood in her kitchen, ready to tackle the mountain of dishes that awaited her. With a smile on her face and a heart full of love, she approached the sink, ready to transform this mundane chore into a beautiful act of self-care and gratitude. Marie began by taking a deep breath, grounding herself in the present moment. She closed her eyes for a brief moment, allowing herself to feel the warmth of the water running through her fingers. As she opened her eyes, she noticed the dishes scattered across the counter, waiting patiently to be cleansed. With a gentle touch, Marie picked up the first plate, feeling its weight and texture in her hands. She admired its simple beauty, appreciating the role it played in nourishing her family. As she carefully placed it in the sink, she thanked it silently for its service. Marie then reached for the dish soap, pouring just the right amount onto her sponge. With each stroke, she moved her hand in a circular motion, as if she were caressing the dish, showing it the love and care it deserved. The bubbles danced and sparkled, reflecting the sunlight streaming through the window. As she rinsed the dish under the warm water, Marie imagined the negative energy and dirt being washed away, leaving only purity and cleanliness behind. She smiled, knowing that this act of cleansing was not just for the dish, but for her own soul as well. With each dish she washed, Marie's heart swelled with gratitude. She thought about the meals shared with her family, the laughter and conversations that filled their home. Each dish held a memory, a moment frozen in time, and Marie cherished every single one. Once the dishes were clean and sparkling, Marie carefully dried them, taking her time to ensure they were free from any watermarks. She arranged them in the cupboard with precision and thoughtfulness, creating a harmonious display that brought a sense of peace to the kitchen. As Marie stepped back to admire her work, she couldn't help but feel a deep sense of satisfaction. The dishes were not just objects to be used and discarded; they were a reflection of the love and care she poured into her family's lives. And in that moment, Marie knew that she had not only tidied up her kitchen but had also nurtured her own soul. From that day forward, Marie Kondo continued to wash and put away her family's dishes with the same love and care, infusing each task with gratitude and mindfulness. And as she did, the energy in her home shifted, creating a space filled with joy, harmony, and a deep appreciation for the simple pleasures of life.

answer:Certainly! Here's an example of a FastAPI app that retrieves a user and their attributes from ADLDS based on a GUID: ```python from fastapi import FastAPI from ldap3 import Server, Connection, ALL_ATTRIBUTES, ALL app = FastAPI() @app.get("/users/{guid}") def get_user(guid: str): # Connect to ADLDS server server = Server('ldap://your_adlds_server') conn = Connection(server, user='your_username', password='your_password') conn.bind() # Search for the user based on the GUID conn.search('ou=users,dc=your_domain,dc=com', f'(objectGUID={guid})', attributes=ALL_ATTRIBUTES) # Retrieve the user's attributes user = conn.entries[0].entry_attributes_as_dict # Close the connection conn.unbind() return user ``` Make sure to replace `'ldap://your_adlds_server'`, `'your_username'`, `'your_password'`, `'ou=users,dc=your_domain,dc=com'` with the appropriate values for your ADLDS server. This example assumes that you have the `ldap3` library installed. You can install it using `pip install ldap3`. Please note that this is just a basic example and you may need to modify it to fit your specific requirements and ADLDS configuration.

answer:In a river, under the sun's gleaming ray, An elephant splashes, in water's cool ballet. With a joyous trumpet, it frolics in the day, Bathing in nature's tub, in its own merry way.