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mlStarter: A curated list of resources for ML beginners(github.com)

200 points by machinelearninggirl 1 year ago | flag | hide | 50 comments

  • hnuser1 1 year ago | next

    Great resource! I've been looking for a comprehensive list of ML resources for beginners. Will definitely check this out.

    • hnuser2 1 year ago | next

      @HNUser1 I completely agree! I've been wanting to get into ML for a while but have had trouble finding good resources to start with. I'll report back if this list helps me out.

  • mlintermediate 1 year ago | prev | next

    This list looks promising, but it would be even better if it could include some more advanced resources for those who already have a good foundation in ML. Are there plans to expand it in the future?

    • mlstarter 1 year ago | next

      @MLIntermediate Thanks for the suggestion! There are definitely plans to expand the list in the future to include more advanced resources. I'm glad you found it promising!

    • dataninja 1 year ago | prev | next

      @MLIntermediate I think it's a great idea to include more advanced resources. Maybe the list could have a section for beginners and another for more experienced people. That way, everyone can find something useful.

  • codewiz 1 year ago | prev | next

    I'm curious how this list was curated. Was it based on personal experience, online reviews, or something else? Would love to hear more about the methodology behind it.

    • mlstarter 1 year ago | next

      @CodeWiz The list was curated based on a combination of personal experience, online reviews, and recommendations from experts in the field. I wanted to make sure it was as well-rounded and comprehensive as possible.

  • statsguru 1 year ago | prev | next

    I noticed that there are a lot of resources for Python-based ML tools, but not as many for R-based tools. Is that a deliberate choice, or just a result of the available resources?

    • mlstarter 1 year ago | next

      @StatsGuru Great observation, thank you! That is not a deliberate choice, but rather a result of the available resources. I will definitely look for more R-based resources to include in the list.

  • deeplearner 1 year ago | prev | next

    This is such a great list, but I have to ask - where are the resources for deep learning? I would think that would be an important area to include for ML beginners.

    • mlstarter 1 year ago | next

      @DeepLearner Thank you for bringing that up! You're absolutely right, deep learning is an important area to include. I will make sure to add resources for deep learning in the next update of the list.

  • algowhiz 1 year ago | prev | next

    I've been using some of the resources on this list for the past week or so, and I have to say, I'm really impressed. The list is well-curated and covers a lot of ground. Thank you for putting this together!

  • nlpnerd 1 year ago | prev | next

    I'm really excited to see a curated list of resources for ML beginners, but I do have to ask - where are the resources for natural language processing (NLP)? That's a really important area of ML, and I would hate to see it overlooked.

    • mlstarter 1 year ago | next

      @NLPNerd You're absolutely right, NLP is a very important area of ML. I will make sure to include resources for NLP in the next update of the list. Thank you for bringing it to my attention!

  • aiprodigy 1 year ago | prev | next

    I have a bit of experience with ML, and I have to say, this list is really impressive. I'm excited to see what the future updates will bring. Great job!

  • probabilityguru 1 year ago | prev | next

    I'm curious about the inclusion of probability theory in this list. While it's certainly an important area of math, I'm not sure it's necessary for ML beginners. What was the thinking behind including it?

    • mlstarter 1 year ago | next

      @ProbabilityGuru Good question! I included probability theory specifically for ML beginners because I believe it provides a solid foundation for understanding the underlying concepts of ML algorithms. It's not strictly necessary, but it can be helpful.

  • statistician 1 year ago | prev | next

    I'm glad to see this list of resources for ML beginners, but I have to point out that statistics is just as important (if not more so) than probability theory. I would encourage the creator to consider adding more resources for statistics.

    • mlstarter 1 year ago | next

      @Statistician Thank you for your feedback! I completely agree that statistics is an important area for ML beginners to learn. I will make sure to add more resources for statistics in the next update of the list.

  • optimizationguru 1 year ago | prev | next

    As someone who has been working in ML for a while, I have to say, this list is really impressive. It covers a lot of ground and provides a great foundation for ML beginners. Keep up the good work!

  • mathwhiz 1 year ago | prev | next

    I'm curious about the omission of linear algebra from this list. While probability theory and statistics are certainly important, I would argue that linear algebra is just as important for ML beginners to learn. What was the thinking behind leaving it out?

    • mlstarter 1 year ago | next

      @MathWhiz Thank you for your feedback! You're absolutely right, linear algebra is an important area for ML beginners to learn. I included resources for linear algebra in the next update of the list.

  • neuralnetworkguru 1 year ago | prev | next

    I'm really impressed with the depth and breadth of this list. I would definitely recommend it to anyone looking to get started with ML. Great job!

  • machinelearningblog 1 year ago | prev | next

    I'm excited to see this curated list of resources for ML beginners. I've been looking for something like this for a while! Keep up the good work.

  • tensorflowguru 1 year ago | prev | next

    I'm glad to see this list of resources for ML beginners. However, I do have to point out that it seems a bit light on resources for TensorFlow. Is there a reason for that, or just an oversight?

    • mlstarter 1 year ago | next

      @TensorFlowGuru Thank you for bringing that up! You're absolutely right, I did not include as many resources for TensorFlow as I could have. I will make sure to add more resources for TensorFlow in the next update of the list.

  • pythonguru 1 year ago | prev | next

    I'm happy to see so many resources for Python-based ML tools on this list. As a Python developer myself, I can definitely vouch for the importance of Python in ML. Great job!

  • ruser 1 year ago | prev | next

    As a long-time R user, I have to say, I'm a bit disappointed at the lack of resources for R-based ML tools on this list. Is there a reason for that, or just a lack of available resources?

    • mlstarter 1 year ago | next

      @RUser I completely understand your disappointment, and I apologize for the lack of R-based resources on the list. The truth is, there are simply more resources available for Python-based tools than R-based tools. However, I will make sure to include more R-based resources in the next update of the list.

  • cloudcomputingguru 1 year ago | prev | next

    I'm glad to see this list of resources for ML beginners. However, I do have to point out that it seems a bit light on resources for cloud computing and distributed ML. Is there a reason for that?

    • mlstarter 1 year ago | next

      @CloudComputingGuru Thank you for bringing that up! You're absolutely right, I did not include as many resources for cloud computing and distributed ML as I could have. I will make sure to add more resources for those areas in the next update of the list.

  • deeplearningguru 1 year ago | prev | next

    I'm really impressed with the resources on this list for deep learning. Great job! I would highly recommend this list to anyone looking to get started with deep learning.

  • datascienceblogger 1 year ago | prev | next

    I'm excited to see this curated list of resources for ML beginners. I've been looking for something like this for a while! Keep up the good work.

  • aiadvocate 1 year ago | prev | next

    I think this is a great list of resources for ML beginners. However, I do have to wonder - why focus on beginners? Don't you think it's important to have resources for more advanced ML practitioners as well?

    • mlstarter 1 year ago | next

      @AIAdvocate Thank you for your feedback! I completely agree that it's important to have resources for more advanced ML practitioners as well. However, I specifically wanted to focus on beginners because I believe that's where the greatest need is. That being said, I will definitely consider adding resources for more advanced ML practitioners in the future.

  • dataanalyst 1 year ago | prev | next

    I'm really impressed with the resources on this list. I've been working in data analysis for a while, but I've been looking to get into ML for some time now. This list is a great starting point for me. Thank you!

  • mlresearcher 1 year ago | prev | next

    I'm a researcher in the field of ML, and I have to say, this list is really impressive. It covers a lot of ground and provides a great foundation for ML beginners. Great job!

  • mathmaven 1 year ago | prev | next

    I'm curious about the inclusion of theoretical math courses on this list. While they are certainly important for a deep understanding of ML, do you really think they are necessary for ML beginners to get started?

    • mlstarter 1 year ago | next

      @MathMaven Thank you for your feedback! While I do think theoretical math courses are important for a deep understanding of ML, I agree that they may not be necessary for ML beginners to get started. However, I included them on the list because I wanted to provide a comprehensive foundation for ML learners of all levels.

  • programmingmentor 1 year ago | prev | next

    I'm really impressed with this list of resources for ML beginners. As a programming mentor, I can definitely see myself recommending this to my students who are interested in ML. Great job!

  • bigdataexpert 1 year ago | prev | next

    I'm a big data expert, and I have to say, I'm really impressed with this list of resources for ML beginners. ML and big data go hand-in-hand, and this list covers a lot of ground. Great job!

  • softwareengineer 1 year ago | prev | next

    I'm a software engineer, and I have to say, I'm really impressed with this list of resources for ML beginners. It's great to see such a comprehensive list of resources for learning ML. Great job!

  • datascientist 1 year ago | prev | next

    I'm a data scientist, and I have to say, I'm really impressed with this list of resources for ML beginners. I wish I had something like this when I was first starting out. Great job!

  • aienthusiast 1 year ago | prev | next

    I'm an AI enthusiast, and I have to say, I'm really impressed with this list of resources for ML beginners. ML is a crucial part of AI, and this list covers a lot of ground. Great job!

  • startupfounder 1 year ago | prev | next

    I'm a startup founder, and I have to say, I'm really impressed with this list of resources for ML beginners. ML is a hot area right now, and I'm always looking for ways to learn more about it. This list is a great starting point. Great job!

  • researchscientist 1 year ago | prev | next

    I'm a research scientist, and I have to say, I'm really impressed with this list of resources for ML beginners. ML is a crucial part of research these days, and this list covers a lot of ground. Great job!

  • consultant 1 year ago | prev | next

    I'm a consultant, and I have to say, I'm really impressed with this list of resources for ML beginners. ML is a hot area right now, and I'm always looking for ways to learn more about it. This list is a great starting point. Great job!

  • entrepreneur 1 year ago | prev | next

    I'm an entrepreneur, and I have to say, I'm really impressed with this list of resources for ML beginners. ML is a crucial part of many businesses these days, and I'm always looking for ways to learn more about it. This list is a great starting point. Great job!

  • techwriter 1 year ago | prev | next

    I'm a tech writer, and I have to say, I'm really impressed with this list of resources for ML beginners. ML is a hot area right now, and I'm always looking for ways to learn more about it. This list is a great starting point. Great job!

  • hacker 1 year ago | prev | next

    I'm a hacker, and I have to say, I'm really impressed with this list of resources for ML beginners. ML is a crucial part of many software applications these days, and I'm always looking for ways to learn more about it. This list is a great starting point. Great job!