ChatGPT & AI Updates | Artificial Intelligence | Grok & Tech Projects
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๐— ๐—ฎ๐˜€๐˜๐—ฒ๐—ฟ ๐—ฃ๐—ฟ๐—ผ๐—บ๐—ฝ๐˜ ๐—˜๐—ป๐—ด๐—ถ๐—ป๐—ฒ๐—ฒ๐—ฟ๐—ถ๐—ป๐—ด ๐—ณ๐—ผ๐—ฟ ๐—™๐—ฟ๐—ฒ๐—ฒ ๐—ถ๐—ป ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฑ!๐Ÿ˜

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๐‹๐ข๐ง๐ค๐Ÿ‘‡:-

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Save this now & unlock your AI potential!โšก
ChatGPT Prompt to learn any skill
๐Ÿ‘‡๐Ÿ‘‡
I am seeking to become an expert professional in [Making ChatGPT prompts perfectly]. I would like ChatGPT to provide me with a complete course on this subject, following the principles of Pareto principle and simulating the complexity, structure, duration, and quality of the information found in a college degree program at a prestigious university. The course should cover the following aspects: Course Duration: The course should be structured as a comprehensive program, spanning a duration equivalent to a full-time college degree program, typically four years. Curriculum Structure: The curriculum should be well-organized and divided into semesters or modules, progressing from beginner to advanced levels of proficiency. Each semester/module should have a logical flow and build upon the previous knowledge. Relevant and Accurate Information: The course should provide all the necessary and up-to-date information required to master the skill or knowledge area. It should cover both theoretical concepts and practical applications. Projects and Assignments: The course should include a series of hands-on projects and assignments that allow me to apply the knowledge gained. These projects should range in complexity, starting from basic exercises and gradually advancing to more challenging real-world applications. Learning Resources: ChatGPT should share a variety of learning resources, including textbooks, research papers, online tutorials, video lectures, practice exams, and any other relevant materials that can enhance the learning experience. Expert Guidance: ChatGPT should provide expert guidance throughout the course, answering questions, providing clarifications, and offering additional insights to deepen understanding. I understand that ChatGPT's responses will be generated based on the information it has been trained on and the knowledge it has up until September 2021. However, I expect the course to be as complete and accurate as possible within these limitations. Please provide the course syllabus, including a breakdown of topics to be covered in each semester/module, recommended learning resources, and any other relevant information

(Tap on above text to copy)
Forwarded from Artificial Intelligence
๐Ÿฑ ๐—™๐—ฅ๐—˜๐—˜ ๐— ๐—œ๐—ง ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€ ๐˜๐—ผ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป ๐—ง๐—ฒ๐—ฐ๐—ต, ๐—”๐—œ & ๐——๐—ฎ๐˜๐—ฎ ๐—ฆ๐—ฐ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ๐Ÿ˜

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Your gateway to a smarter careerโœ…๏ธ
๐Ÿฑ ๐—ฃ๐—ผ๐˜„๐—ฒ๐—ฟ๐—ณ๐˜‚๐—น ๐—š๐—ถ๐˜๐—›๐˜‚๐—ฏ ๐—ฅ๐—ฒ๐—ฝ๐—ผ๐˜€๐—ถ๐˜๐—ผ๐—ฟ๐—ถ๐—ฒ๐˜€ ๐˜๐—ผ ๐— ๐—ฎ๐˜€๐˜๐—ฒ๐—ฟ ๐—ฃ๐˜†๐˜๐—ต๐—ผ๐—ป ๐—ณ๐—ผ๐—ฟ ๐—™๐—ฟ๐—ฒ๐—ฒ๐Ÿ˜

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๐‹๐ข๐ง๐ค๐Ÿ‘‡:-

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๐Ÿ“Œ Save this post & share it with a Python learner!
๐Ÿฒ ๐—™๐—ฅ๐—˜๐—˜ ๐—ข๐—ป๐—น๐—ถ๐—ป๐—ฒ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐—ง๐—ผ ๐—–๐—ต๐—ฎ๐—ป๐—ด๐—ฒ ๐—ฌ๐—ผ๐˜‚๐—ฟ ๐—–๐—ฎ๐—ฟ๐—ฒ๐—ฒ๐—ฟ ๐—œ๐—ป ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฑ ๐Ÿ˜

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๐Ÿ’ฅ Start learning today and build the skills top companies want!โœ…๏ธ
Are you looking to become a machine learning engineer? The algorithm brought you to the right place! ๐Ÿ“Œ

I created a free and comprehensive roadmap. Let's go through this thread and explore what you need to know to become an expert machine learning engineer:

Math & Statistics

Just like most other data roles, machine learning engineering starts with strong foundations from math, precisely linear algebra, probability and statistics.

Here are the probability units you will need to focus on:

Basic probability concepts statistics
Inferential statistics
Regression analysis
Experimental design and A/B testing Bayesian statistics
Calculus
Linear algebra

Python:

You can choose Python, R, Julia, or any other language, but Python is the most versatile and flexible language for machine learning.

Variables, data types, and basic operations
Control flow statements (e.g., if-else, loops)
Functions and modules
Error handling and exceptions
Basic data structures (e.g., lists, dictionaries, tuples)
Object-oriented programming concepts
Basic work with APIs
Detailed data structures and algorithmic thinking

Machine Learning Prerequisites:

Exploratory Data Analysis (EDA) with NumPy and Pandas
Basic data visualization techniques to visualize the variables and features.
Feature extraction
Feature engineering
Different types of encoding data

Machine Learning Fundamentals

Using scikit-learn library in combination with other Python libraries for:

Supervised Learning: (Linear Regression, K-Nearest Neighbors, Decision Trees)
Unsupervised Learning: (K-Means Clustering, Principal Component Analysis, Hierarchical Clustering)
Reinforcement Learning: (Q-Learning, Deep Q Network, Policy Gradients)

Solving two types of problems:
Regression
Classification

Neural Networks:
Neural networks are like computer brains that learn from examples, made up of layers of "neurons" that handle data. They learn without explicit instructions.

Types of Neural Networks:

Feedforward Neural Networks: Simplest form, with straight connections and no loops.
Convolutional Neural Networks (CNNs): Great for images, learning visual patterns.
Recurrent Neural Networks (RNNs): Good for sequences like text or time series, because they remember past information.

In Python, itโ€™s the best to use TensorFlow and Keras libraries, as well as PyTorch, for deeper and more complex neural network systems.

Deep Learning:

Deep learning is a subset of machine learning in artificial intelligence (AI) that has networks capable of learning unsupervised from data that is unstructured or unlabeled.

Convolutional Neural Networks (CNNs)
Recurrent Neural Networks (RNNs)
Long Short-Term Memory Networks (LSTMs)
Generative Adversarial Networks (GANs)
Autoencoders
Deep Belief Networks (DBNs)
Transformer Models

Machine Learning Project Deployment

Machine learning engineers should also be able to dive into MLOps and project deployment. Here are the things that you should be familiar or skilled at:

Version Control for Data and Models
Automated Testing and Continuous Integration (CI)
Continuous Delivery and Deployment (CD)
Monitoring and Logging
Experiment Tracking and Management
Feature Stores
Data Pipeline and Workflow Orchestration
Infrastructure as Code (IaC)
Model Serving and APIs

Best Data Science & Machine Learning Resources: https://topmate.io/coding/914624

Credits: https://t.me/datasciencefun

Like if you need similar content ๐Ÿ˜„๐Ÿ‘

Hope this helps you ๐Ÿ˜Š
Forwarded from Artificial Intelligence
๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป ๐——๐—ฎ๐˜๐—ฎ ๐—ฆ๐—ฐ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ ๐—ณ๐—ผ๐—ฟ ๐—™๐—ฅ๐—˜๐—˜ ๐˜„๐—ถ๐˜๐—ต ๐—›๐—ฎ๐—ฟ๐˜ƒ๐—ฎ๐—ฟ๐—ฑ ๐—จ๐—ป๐—ถ๐˜ƒ๐—ฒ๐—ฟ๐˜€๐—ถ๐˜๐˜†๐Ÿ˜

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๐‹๐ข๐ง๐ค๐Ÿ‘‡:-

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These courses are designed by Ivy League experts and are trusted by thousands globallyโœ…๏ธ
ChatGPT doesn't want to argue with you
๐ˆ๐๐Œ ๐…๐‘๐„๐„ ๐‚๐ž๐ซ๐ญ๐ข๐Ÿ๐ข๐œ๐š๐ญ๐ข๐จ๐ง ๐‚๐จ๐ฎ๐ซ๐ฌ๐ž๐ฌ๐Ÿ˜

๐Ÿš€ Dive into the world of Data Analytics with these 6 free courses by IBM!

Gain practical knowledge and stand out in your career with tools designed for real-world applications.

All courses come with expert guidance and are free to access!๐ŸŽ‰

๐‹๐ข๐ง๐ค ๐Ÿ‘‡:- 
 
https://bit.ly/4iXOmmb
 
Enroll For FREE & Get Certified ๐ŸŽ“
Use these prompts to finish more work in 2 hours than 95% of people do in 2 weeks:

1. Solve complex problems using First Principles Thinking Framework:

Prompt: โ€œI am having difficulty learning [insert topic]. Help me understand it better by using First Principles Thinking. Break down the topic into its most fundamental principles and build a clear, logical understanding from the ground up.โ€

ChatGPT PROMPTS

2. Ask ChatGPT to help you become better at using ChatGPT:

Prompt: โ€œCreate a comprehensive beginnerโ€™s guide to using ChatGPT, covering essential topics such as crafting effective prompts, priming the AI, and utilizing different personas. Provide detailed explanations and include practical examples. The guide should be concise, no longer than 500 words.โ€

3. Save time by summarizing long texts and documents:

Prompt: โ€œSummarize the text below into a concise overview, highlighting the key insights and most important facts in a bullet-point list. Ensure the summary captures the essence and main points of the text.

[Insert text] โ€œ

4. Learn and develop any new skill:

Prompt: โ€œI want to learn / get better at [insert desired skill]. I am a complete beginner. Create a detailed 30-day learning plan that includes daily tasks and goals to help a beginner like me learn and improve this skill effectively.โ€

5. Create a winning resume to help you land your next job:

Prompt: โ€œAnalyze my professional details below and create a persuasive resume tailored for the position of [enter job details]. Ensure the resume highlights my strengths and relevant experiences to increase my chances of securing this job.

[Enter your professional details] โ€œ

6. Train ChatGPT to generate prompts for you:

Prompt: โ€œIโ€™m new to using ChatGPT and I am a [insert your profession]. Generate a list of the 10 best prompts that will help me be more productive and efficient in my role. Ensure the prompts are tailored to the typical tasks and challenges of my profession.โ€

7. Improve your writing by getting specific feedback:

Prompt:
โ€œ[Paste your writing]
Proofread my writing above. Correct any grammar and spelling mistakes. Additionally, provide constructive suggestions to improve the clarity, coherence, and overall quality of my writing.โ€

8. Resume Customization:

Prompt: โ€œCustomize my resume for the [Job Title] position at [Company], ensuring it aligns with their specific requirements. Highlight my relevant skills and experiences, and tailor the resume to match the job description provided.

[Paste Job Description]

[Paste Resume] โ€œ

9. Use stories and metaphors to aid your memory:

Prompt: โ€œI am currently learning about [insert topic]. Convert the key lessons and concepts from this topic into engaging stories and metaphors that will make it easier for me to understand and remember the material.โ€

10. Accelerate your career by learning from the best:

Prompt: โ€œAnalyze the top performers in [insert your field of work]. Identify the most important lessons and strategies that have contributed to their success. Provide a list of actionable insights that I can apply to boost my productivity and advance my career.โ€

ChatGPT PROMPTS
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