Grokking Data Science
Gain insights into data science with easy-to-follow, hands-on explanations. Explore essential concepts quickly and efficiently, even without prior statistics knowledge, for a career boost.
- 59 lessons across 5 modules
- 5 quizzes with instant feedback
- 1 AI mock interview with scoring rubrics
- AI Tutor on every lesson
Hi, I'm Samia! Why am I here? Because I love learning and then I love sharing what I learn in a way that makes it easier for the next person in line. I believe that learning should be easy, fun and intuitive. Unfortunately, more often than not, this is not the case. This flaw, gap or whatever you want to name it, led me to start my own blog about Machine Learning as well. And this is exactly why I am here too. I also like to write about inspiring Machine Learning developments because I believe that with a sprinkle of creativity, some data skills, and the willingness to make a difference, we can make this world a better place for everyone. You can find my blog here: https://towardsml.com Besides all this writing stuff and coding (my job), I am a book-worm, a fitness freak and an adventure lover. Oh, and did I mention that I love learning new things?:) (I regularly post informative AI related content/short lessons on LinkedIn; sometimes, I also post about productivity and work culture. If you are interested in learning more about any of these topics, you are welcome to follow me there.)
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What You'll Learn
- Learn Python fundamental libraries for data science
- Learn statistics fundamentals for data science
- Learn machine learning fundamentals for data science
- Solve an end-to-end machine learning project
- Get to know how to get the highest paying data scientist job
Learning Roadmap
1.
Python Fundamentals for Data Science
Python Fundamentals for Data Science
2.
The Fundamentals of Statistics
The Fundamentals of Statistics
3.
Machine Learning 101
Machine Learning 101
10 Lessons
10 Lessons
4.
End-to-End Machine Learning Project
End-to-End Machine Learning Project
9 Lessons
9 Lessons
5.
The Real Talk
The Real Talk
3 Lessons
3 Lessons
Samia Khalid
I am a Sr. Applied Scientist/AI Engineer @ Microsoft, a firm believer in continuous learning, growth mindset, helping others, and in living a life rich in experiences.
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