Complete Data Analytics Mastery: From Basics to Advanced 🚀

Begin your Data Analytics journey by mastering the fundamentals:
- Understanding Data Types and Formats
- Basics of Exploratory Data Analysis (EDA)
- Introduction to Data Cleaning Techniques
- Statistical Foundations for Data Analytics
- Data Visualization Essentials

Grasp these essentials in just a week to build a solid foundation in data analytics.

Once you're comfortable, dive into intermediate topics:
- Advanced Data Visualization (using tools like Tableau)
- Hypothesis Testing and A/B Testing
- Regression Analysis
- Time Series Analysis for Analytics
- SQL for Data Analytics

Take another week to solidify these skills and enhance your ability to draw meaningful insights from data.

Ready for the advanced level? Explore cutting-edge concepts:
- Machine Learning for Data Analytics
- Predictive Analytics
- Big Data Analytics (Hadoop, Spark)
- Advanced Statistical Methods (Multivariate Analysis)
- Data Ethics and Privacy in Analytics

These advanced concepts can be mastered in a couple of weeks with focused study and practice.

Remember, mastery comes with hands-on experience:
- Work on a simple data analytics project
- Tackle an intermediate-level analysis task
- Challenge yourself with an advanced analytics project involving real-world data sets

Consistent practice and application of analytics techniques are the keys to becoming a data analytics pro.

Best platforms to learn:
- Intro to Data Analysis
- Udacity's Data Analyst Nanodegree
- Intro to Data Visualisation
- SQL courses with Certificate
- Freecodecamp Python Course
- 365DataScience
- Data Analyst Resume Checklist
- Learning SQL FREE Book

Share your progress and insights with others in the data analytics community. Enjoy the fascinating journey into the realm of data analytics! 👩‍💻👨‍💻

Join @free4unow_backup for more free resources.

Like this post if it helps 😄❤️

ENJOY LEARNING 👍👍

🔗 AI is deciphering lost languages faster than ever

For centuries, decoding ancient texts like cuneiform required painstaking manual work—now, AI is changing everything. A system called ProtoSnap, developed by researchers at Cornell and Tel Aviv University, is reconstructing Mesopotamian innoscriptions with unmatched precision, unlocking new insights into ancient economies and societies.

AI has also translated Akkadian tablets, restored Greek innoscriptions, and extracted text from carbonized Herculaneum scrolls, rewriting history in real time. Historians say AI could one day reconstruct entire lost libraries.

Here are 7 ChatGPT Prompts to Elevate Your Skills

1. Personal PESTLE Analyzer:

Conduct a PESTLE analysis for my career as [insert role] in [insert industry]. Consider Political, Economic, Social, Technological, Legal, and Environmental factors

Like this post if need other interesting ones ⬇️

2. Time Management Matrix:

Create an Eisenhower Matrix for my current tasks [list tasks]. Categorize each task into urgent/important quadrants and suggest prioritization strategies.

3. Logical Fallacy Finder:

Analyze this argument [insert argument] and identify any logical fallacies present. Explain each fallacy and how it weakens the argument.

4. Feedback Categorization System:

Design a system to categorize and prioritize feedback received for [insert project/product]. Include categories, prioritization criteria, and action steps.

5. Ethical Decision-Making Framework:

Create an ethical decision-making framework for [insert profession/industry]. Include key principles, stakeholder considerations, and steps for ethical analysis.

6. Learning Objective Generator:

Based on this curriculum [insert overview], generate SMART learning objectives for each module. Ensure they are Specific, Measurable, Achievable, Relevant, and Time-bound.

7. Inclusive Language Editor:

Review this document [insert text] and suggest edits to make the language more inclusive and accessible to diverse audiences.

ChatGPT Prompts

🧠 ChatGPT Learning Cheatsheet

To automate your daily tasks using ChatGPT, you can follow these steps:

1. Identify Repetitive Tasks: Make a list of tasks that you perform regularly and that can potentially be automated.

2. Create ChatGPT Scripts: Use ChatGPT to create noscripts or workflows for automating these tasks. You can use the API to interact with ChatGPT programmatically.

3. Integrate with Other Tools: Integrate ChatGPT with other tools and services that you use to streamline your workflow. For example, you can connect ChatGPT with task management tools, calendar apps, or communication platforms.

4. Set up Triggers: Set up triggers that will initiate the automated tasks based on certain conditions or events. This could be a specific time of day, a keyword in a message, or any other criteria you define.

5. Test and Iterate: Test your automated workflows to ensure they work as expected. Make adjustments as needed to improve efficiency and accuracy.

6. Monitor Performance: Keep an eye on how well your automated tasks are performing and make adjustments as necessary to optimize their efficiency.

A SURVEY ON POST-TRAINING OF LARGE LANGUAGE MODELS

📚 Read

Some free sites to use new AI models

🤨 labs.perplexity.ai
🍺 chat.lmsys.org
👋 openrouter.ai
🗣 huggingface.co/chat
🍴 whiterabbitneo.com
😐 chat.deepseek.com
🤨 api.together.xyz/playground/chat
🍷 fireworks.ai/models

🌟 You can use a number of sites as a guest and others with a simple registration

Some helpful Data science projects for beginners

https://www.kaggle.com/c/house-prices-advanced-regression-techniques

https://www.kaggle.com/c/digit-recognizer

https://www.kaggle.com/c/titanic

BEST RESOURCES TO LEARN DATA SCIENCE AND MACHINE LEARNING FOR FREE

https://developers.google.com/machine-learning/crash-course

https://www.kaggle.com/learn/overview

https://forums.fast.ai/t/recommended-python-learning-resources/26888

https://www.fast.ai/

https://imp.i115008.net/JrBjZR

https://ern.li/OP/1qvkxbfaxqj

Join @datasciencefun for more free resources

ENJOY LEARNING 👍👍

CHATGPT Cheatsheet 💪

Google AI Studio and Gemini API Now Support YouTube Video Links

Google has introduced YouTube video link support in Google AI Studio and the Gemini API, enabling developers to directly pass YouTube URLs to Gemini models. This enhancement allows the AI to process and understand video content without requiring manual downloading, conversion, or processing.

By simplifying video analysis, Google aims to improve efficiency for developers and further integrate its AI tools with content platforms.

Want to use ChatGPT at lightning speed?

You must tap in to ChatGPT's short cuts.

1. Go to ChatGPT
2. Bottom right '?' mark
3. Access keyboard shortcuts

Keyboard Shortcuts:

1. Show shortcuts: Ctrl + /
2. Focus chat input: Shift + Esc
3. Toggle sidebar: Ctrl + Shift + S
4. Open new chat: Ctrl + Shift + O
5. Copy last response: Ctrl + Shift + C

For example:

"Write a paper from ChatGPT's output."

1. Copy output: Ctrl + Shift + C
2. Open new chat: Ctrl + Shift + O
3. Ask it to write a paper on the info.
4. Ctrl V to paste in new information.
5. Press enter. Then paper completed.

(without ever touching your mouse)

Now THIS is ChatGPT mastery.

Move fast. Save time.

Can you use Chat GPT as a data analyst?

The answer to this question is yes, but you need to be cautious about using Chat GPT on the job (and even while learning analytics) for the following reasons.

1. Chat GPT gets things wrong. A lot.

If you use Chat GPT to write code, you better know that coding language extremely well, because you gotta be able to fact check and alter the response you get from Chat GPT.

For this reason, I would recommend staying away from Chat GPT when you’re learning SQL, Python, etc so you thoroughly learn the code without becoming dependent on AI.

2. You absolutely CANNOT paste company data into Chat GPT

As data analysts we work with highly confidential data that we must exercise great caution to protect.

For this reason, no matter how secure Chat GPT says it is, you must never paste company data into the application.

3. Some companies and bosses may not allow the use of Chat GPT

This is a reality in the world of tech and data since the avalanche of AI tools and features over the last couple years.

I’ve heard of some companies that block Chat GPT altogether, and some managers who advise against using it out of fears for security and other reasons.

Given all three of these reasons, feel free to play around with Chat GPT and AI and learn about them, but don’t become overly dependent on these tools.

🗣️ Geoffrey Hinton: AI will be wonderful for productivity, but it may not be wonderful for society. Because, in the current system, increased productivity benefits the rich and big companies, and ordinary people may suffer due to job losses