5 Data Analytics Project Ideas to boost your resume:

1. Stock Market Portfolio Optimization

2. YouTube Data Collection & Analysis

3. Elections Ad Spending & Voting Patterns Analysis

4. EV Market Size Analysis

5. Metro Operations Optimization

Bill Gates warns young people of four major global threats, including AI

In a recent interview, Bill Gates warned young people about four major global threats: climate change, bioterrorism or pandemics, the risk of nuclear war, and unchecked artificial intelligence (AI). While he acknowledges that concerns about nuclear war persist, he emphasizes that younger generations must also contend with the potential dangers of advanced AI, which could outsmart humans and pose existential risks. Gates is not against AI; he believes it can be beneficial, particularly in addressing skill shortages.

Despite these threats, he remains optimistic about the future, predicting advancements in healthcare and innovation that could significantly improve global conditions. Gates encourages the younger generation to take action to mitigate these risks.

How do you start AI and ML ?

Where do you go to learn these skills? What courses are the best?

There’s no best answer🥺. Everyone’s path will be different. Some people learn better with books, others learn better through videos.

What’s more important than how you start is why you start.

Start with why.

Why do you want to learn these skills?
Do you want to make money?
Do you want to build things?
Do you want to make a difference?
Again, no right reason. All are valid in their own way.

Start with why because having a why is more important than how. Having a why means when it gets hard and it will get hard, you’ve got something to turn to. Something to remind you why you started.

Got a why? Good. Time for some hard skills.

I can only recommend what I’ve tried every week new course lauch better than others its difficult to recommend any course

You can completed courses from (in order):

Treehouse / youtube( free) - Introduction to Python

Udacity - Deep Learning & AI Nanodegree

fast.ai - Part 1and Part 2

They’re all world class. I’m a visual learner. I learn better seeing things being done/explained to me on. So all of these courses reflect that.

If you’re an absolute beginner, start with some introductory Python courses and when you’re a bit more confident, move into data science, machine learning and AI.

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All the best 👍👍

Important Generative AI Terms

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