Learn Data Science through Prompt Engineering
Learn with the AI Yogi
8 modules
English
Lifetime access
Your pathway to mastering data science through prompt engineering techniques
Overview
Mastering the art of prompt engineering is the key to unlocking the full potential of your analytical skills. Data Science through Prompt Engineering, is designed to empower you with the knowledge, tools needed to become a proficient data scientist through the strategic use of prompts.
Are you ready to revolutionize the way people learn data science?
We present an innovative idea: use curated prompts that empower individuals for anyone master data science using ChatGPT. This educational service will open doors for aspiring data scientists, providing them with a dynamic, interactive, effective and very affordable learning experience.
We offer a vast library of curated prompts designed to teach data science concepts, methodologies, and practical applications. Learners can access this library, type prompts into ChatGPT, and receive informative, engaging responses that guide them through their data science journey.
Key Features:
Diverse Prompt Library: We curate an extensive collection of prompts covering data analysis, machine learning, data visualization, and more. These prompts are structured to suit learners at all skill levels, from beginners to advanced practitioners.
Interactive Learning: Our service encourages hands-on learning. Learners can actively engage with ChatGPT to receive explanations, insights, and even practical exercises, fostering a deeper understanding of data science concepts.
Progress Tracking: We provide tools for learners to track their progress, mark completed prompts, and set goals, ensuring a structured and goal-oriented learning experience.
Expertly Crafted Prompts: Our team of data science experts creates prompts that are both informative and challenging, encouraging critical thinking and problem-solving skills.
Community Engagement: We facilitate a community where learners can share their progress, ask questions, and collaborate with peers. This sense of community fosters a supportive learning environment.
Key Highlights
Master the art of data analysis through prompt engineering
Learn how to interpret data effectively for informed decision-making
Enhance your data science skills for better career opportunities
What you will learn
Gain Solid Understanding of Data Science
Develop a strong foundation in data science principles, methods, and concepts.
Learn Prompt Engineering Techniques
Explore various prompt engineering techniques to extract meaningful insights from data.
Apply Data Analysis in Real-world Scenarios
Practice analyzing and interpreting data in real-world business situations.
Master Data Visualization
Learn how to effectively present data using visualizations to convey meaningful information.
Build Practical Data Science Skills
Develop hands-on skills through practical exercises and projects.
Modules
Mathematics for Data Science
2 attachments
Learn Statistics through Prompt Engineering
4 pages
Machine Learning Approach Step by Step
6 pages
Programming for Data Science
1 attachment
Python Programming
4 pages
Data Visualization
2 attachments
Plotting Libraries
2 pages
Exploratory Data Analysis
2 pages
Machine Learning
14 attachments
Learn elasticnet Regression through prompt Engineering
2 pages
Learn gradient boosting through prompt Engineering
6 pages
Learn KNN through prompt Engineering
4 pages
Learn Lasso Regression through prompt Engineering
4 pages
Learn logistic regression through prompt Engineering
6 pages
Learn naive bayes through prompt Engineering
4 pages
Learn neural network through prompt Engineering
11 pages
Learn Random forest through prompt Engineering
4 pages
Learn Ridge Regression through prompt Engineering
4 pages
Learn Support Vector Regression through prompt Engineering
4 pages
Learn unsupervised learning through prompt Engineering
7 pages
Linear Regression through Prompt Engineering
9 pages
Learn Multi Dimensionality through prompt Engineering
3 pages
Learn decision trees through prompt Engineering
4 pages
Model Evaluation and Deployment
2 attachments
Model Evaluation Metrics
3 pages
Deployment Strategies
3 pages
Advanced Topics in Data Science
1 attachment
Natural Language Processing
5 pages
Case Studies
2 attachments • 9 mins
Application of Data Science in Business
Real-world Data Science Projects
FAQs
What is prompt engineering in data science, and how can it help me learn?
Prompt engineering is the art of crafting well-structured questions or prompts when interacting with AI models like ChatGPT to facilitate learning and problem-solving in data science. It helps you receive precise and informative responses, making it an effective learning tool.
Is this a beginner-friendly course, or do I need prior data science experience?
Our course caters to learners of all levels. Whether you're a beginner looking to start your data science journey or an experienced practitioner aiming to enhance your skills, our prompts are designed to suit your needs.
Can I really learn data science solely through prompts?
While prompts are a valuable learning tool, they are most effective when used in conjunction with other resources like textbooks, courses, and practical projects. Prompts provide insights, explanations, and guidance, but practical application is crucial for skill development.
What topics and skills can I learn using this approach?
Our prompts cover a wide range of data science topics, including data analysis, machine learning, data visualization, and more. You can learn fundamental concepts, solve problems, and acquire practical skills.
How do I access the prompts, and what's the format of the course?
You can access the prompts through our online platform. The course is self-paced, allowing you to interact with the prompts and AI models at your convenience, making it flexible for your learning style.
Are there opportunities for hands-on practice and projects?
Yes, our prompts can guide you through hands-on exercises and projects, providing opportunities to apply what you've learned in real-world scenarios.
Is there ongoing support or updates for prompts and content?
We are committed to keeping our prompts and content up-to-date. You can expect regular updates and improvements to enhance your learning experience.
Is there a certification or assessment at the end of the course?
We offer optional assessments and certifications for certain courses or modules. Completing these assessments can validate your learning achievements. You can email us to support@mlforall.org for queries regarding third party certification examinations. Please note that 3rd party certification exams are paid ones and does not come along with the course package.
About the creator
Learn with the AI Yogi
I am a seasoned data scientist, adept at the art of transmuting raw data into actionable insights. Armed with a master's degree in statistics and boasting a wealth of over 8 years' hands-on experience, my trajectory in the data science sphere has been marked by multifariousness.
Along with my tenure as a data savant, bestowing the bounty of my wisdom and experiences upon burgeoning data scientists has emerged as an extraordinarily gratifying facet of my professional odyssey.
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