Analytics projects with source code; Top AI tools for you; Data Science Cheat Sheet; Become a Data Analyst in 90 Days.

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?A data analytics project portfolio is crucial for showcasing your skills and expertise in the field. It demonstrates your versatility and credibility to potential employers or clients and provides valuable learning opportunities. Building a project portfolio is an investment in your professional development that can lead to career advancement. Don't miss out on the opportunity to differentiate yourself in the competitive world of data analytics.

?Below is a list of 8 fantastic projects you can work on and add to your portfolio:

1. Smartwatch Data Analysis using Python: Smartwatch
2. Instagram Reach Analysis using Python: Instagram
3. Covid-19 Impacts Analysis using Python: Covid-19
4. Ukraine-Russia War Twitter Sentiment Analysis using Python: Twitter
5. Waiter Tips Prediction with Machine Learning: Waiter Tips
6. TikTok Reviews Sentiment Analysis using Python: TikTok
7. Flipkart Reviews Sentiment Analysis using Python: Flipkart
8. Uber Trips Analysis using Python: UberTrips

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TOP AI Tools that you need to start using today

Yes, I know you must have head of or used ChatGPT https://chat.openai.com/chat Asides from ChatGPT, these are other powerful AI tools that you can start using today.

?Audio and Visual AI Tools:

1. VoicePen AI: Convert audio content into blog posts, using AI.?https://voicepen.ai?
2. Krisp: AI tool for removing background voices, noises, and echoes from calls. https://krisp.ai/
3. Beatoven: AI tool for creating custom royalty-free music. https://www.beatoven.ai/
4. Cleanvoice: AI tool for automatically editing podcast episodes. https://cleanvoice.ai/
5. Podcastle: AI tool for studio-quality recording from your computer. https://podcastle.ai/
6. Vidyo: AI tool for making short-form videos from long-form content.?https://vidyo.ai/
7. Maverick: AI tool for generating personalized videos at scale. https://lnkd.in/eptCVijb
8. Soundraw: AI tool for creating original music.?https://soundraw.io/
9. Otter: AI tool for capturing and sharing insights from meetings.?https://otter.ai/
10. Midjourney: AI tool for Image creation. https://www.midjourney.com/

Design & Writing AI Tools:

1. Flair: AI tool for designing branded content. https://flair.ai/
2. Illustroke: AI tool for creating vector images from text prompts. https://illustroke.com/
3. Stockimg: AI tool for generating the perfect stock photo https://stockimg.ai/
4. Looka: AI tool for designing your brand. https://looka.com/
5. SlidesAI: AI tool for presentation design. https://www.slidesai.io/
6. ?WordTuneAI: AI tool for writing assistance. https://www.wordtune.com/
7. Fireflies: AI tool for meeting notes. https://fireflies.ai/

Important Data Science Cheat Sheets

Cheat Sheets are super reference materials for any technical field. Below are 7 helpful cheat sheets that you can start using in your Data Science work today.

1. Pandas for Data Science in Python: https://lnkd.in/dNjxp7SP
2. Scikit-Learn Python Machine Learning: https://lnkd.in/d5Fr8Pyw
3. NumPy?Data Analysis in Python: https://lnkd.in/dzxJKB8W
4. Machine Learning : https://lnkd.in/dfUkVDsw
5. SQL Basics : https://lnkd.in/dZjhkgSU
6. Python for Data Science for Beginners: https://lnkd.in/d8cD_264
7. Git: https://lnkd.in/dyh93wvS

?Become a Data Analyst in 90 Days

?You can learn Data Analysis/Data Science in 90 days without spending a kobo! Yes, you heard that right. With the right approach and dedication, anyone can become a data analyst. Here are the steps to follow ( Make sure the order is maintained):

Day 1 - 12: Learn Excel?

• Tutorials - https://lnkd.in/eWmC2vf8
• Projects -?https://lnkd.in/ew5y5KP7

Day 13 - 15: Learn Basic Statistics?

• Tutorials -?https://www.khanacademy.org/math/statistics-probability

Day 16 - 35: Learn Power BI

• Tutorials -?https://youtu.be/H84UJn1CiWo
• Projects https://youtu.be/ahQrhyKmxGI

Day 36 - 55: Learn SQL

• Tutorials -??https://lnkd.in/epAFJzJB
• Projects -???https://lnkd.in/eq9jqcBq

Day 56 - 75: Learn Python

• Tutorials -???https://lnkd.in/eh4gTQQ2
• Projects -????https://lnkd.in/emzcrzTX

Day 76 - Day 90: Finish Up

• Basic Statistics: https://www.khanacademy.org/math/statistics-probability?
• Build a Portfolio: https://www.analyticsvidhya.com/blog/2021/04/how-to-make-an-impressive-data-science-portfolio/??|| https://www.freecodecamp.org/news/how-to-build-an-awesome-data-science-portfolio/?
• Join a Learning Community: I highly recommend you join?DSN- Data Scientists Network (Data Science Nigeria) community. https://www.datasciencenigeria.org/ai-communities/?
• Build a strong Resume & Cover Letter:?https://ocs.fas.harvard.edu/file/232981
• Prepare for the Interview: https://www.simplilearn.com/tutorials/data-science-tutorial/data-science-interview-questions?

Start small and stay consistent; if you commit 3-4 hours per day for three months, you'll be amazed at how much you'll have accomplished.

Thank you for reading.

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The Mission

The mission of the?Analytics Watchman?newsletter is to ignite the spark of innovation and drive positive change through the power of data, analytics, technology, and soft skills. We believe that by unlocking the hidden potential of these powerful tools, we can empower individuals and organizations to make data-driven decisions that drive real-world impact. Our newsletter is a beacon of inspiration and knowledge, guiding our readers on a journey of discovery and empowerment, as we explore the cutting-edge of technology and data science, and share real-world examples of how to harness their power to create a more sustainable and equitable world.