Data Science and Machine learning, available anywhere at lower cost?

90°
Deal Lieutenant
Tera_Jija

Please suggest some good website which is providing course of Data science and machine learning.

I need to switch my job very badly. So need a good source to study.

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Deal Subedar Deal Subedar
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Try these:
coursera dot org
edx dot org
microsoft online programs
skillup dot online

Deal Lieutenant Deal Lieutenant
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Have you tried any of these?
which one is better from your experience?

Deal Subedar Deal Subedar
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They all are very good. You can enroll in the free courses and see for yourself.
Coursera is from IBM I think.
These courses are prepared by industry leaders and not some cheap training institute around the corner. So they take care of the practical and implementation aspect.
My previous organization asked me to ramp up my skill on data science from these websites. I had enrolled at Coursera, Edx and Microsoft myself and was pursuing the course. Before I could complete, I left the organization so there was no point in completing it

Benevolent Benevolent
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Might not be the most reputed out there but these are few of the most extensive courses in terms of content and support.

Check out iNeuron in Bangalore, they conduct online batches with live sessions. Another good one is appliedAIcourse which has pre-recorded content but provide doubts clearing as well.

Python and R are the most preferred languages for DataScience just because they have loads of packages that can be directly used to build models. Yes, you can rely on any other programming language too but then you would not find many packages relevant to data science, you will end up building the algorithms/models from scratch. I suggest picking a course that starts with Python and ends with model deployment.

Here is a basic path
1. Python
2. Pandas and Numpy
3. Database basics – CRUD operations would do for SQL and MongoDB
3. Visualisation packages – matplotlib, plotly, cufflinks, seaborn
4. Statistics
5. ML algorithms
6. Keras, pytorch, tensorflow 1.6 and 2.x
7. Deep learning algorithms
8. Deploying models to various cloud platforms such as AWS, Azure, Heroku etc.

These are kind of must topics to be covered for ML and DL together. So check which course provides all these.

Deal Cadet Deal Cadet
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are they free?

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Deal Cadet Deal Cadet
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Any specific courses you recommend for ml?

Deal Lieutenant Deal Lieutenant
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Just for review of packtpub course, it is a really good course.

I am going through this, content and structure is very nice.

Still you can refer youtube channel of ‘corey schafer’ for learning python. And ‘Krish Naik’ channel for learning data science afterwards.

Happy Learning

Deal Newbie Deal Newbie
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Thanks for info, voted

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