Dec 12, 2022
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Solving assignment by yourself leads to Getting the data, Cleaning the data, Transforming the data, Extracting data from a web site, Struggling with API, Learning Python, Talking to the Machine learning guy, Being nervous about volumes, memory and performance. Learning more Python. Spending two days on a EDA/Model training / graph. Going back to basic stats or the algorithms behind the libraries because we are stuck.
Here are some public question of students on Coursera Machine Learning Assignment ?
Answer: What do you want from the course? Do you want the course certificate? If so, you need to do the programming assignments. Do you want to use the course to begin building a working knowledge of machine learning? Here again, you’ll need to do the assignments. If you don’t want the certificate, and don’t intend to do any direct work with machine learning, but just want to gain some general familiarity, you can choose to skip the programming exercises.
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Question: I have completed Andrew Ng's Coursera class on machine learning. What should I do next?
Answer: Congratulation on your recent achievement and welcome to the world of data science. Now that you have completed the course, you know the theoretical part of it. Are you comfortable with applying some of those concepts into real life problems?
Next goal is find out answers to few very basic questions and some of those are mentioned in the previous answers.
Do you want to be a machine learning researcher or a data scientist?
If you want to go for research then are you interested in theoretical machine learning or application oriented problems?
What is the specific area of machine learning you want to focus on? For example, deep learning, graph mining, item set mining etc
What domain you want to apply your machine learning algorithms? for example, bioinformatics, environmental science, business development etc.
If you want to become a data scientist then how much big data you want to get involved in?
But trust me, these answers are hidden deep inside your conscience. You will have to mine those out. That is going to take at least a year of work. Read machine learning blogs, follow data scientists on Linkedin, follow machine learning questions on Quora, Participate into kaggle competitions.
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