Data Science for Business | 6 Real-world Case Studies (Udemy.com)

Taking this course for me has been a real eye opener in the field of ML and DL. It's has exposed me to a new world of endless possibilities in the data-world. the language of the resource person is very clear, and the codes are easy to connect with. So, I strongly recommend it.

Overall, it was good but could be improved in a few areas, particularly in section 7. The train.csv file included image names that didn't exist in the train images folder, preventing the completion of the last section. Additionally, some code snippets in section 7 lacked clear explanations; for instance, the use of img[mask == 1, 0] = 255 to add red colour to the image was not intuitively explained during the lecture.

I really love this course. This was the course I was looking for. Being a fresher you really require such kind of projects which gives u a hands-on -experience. I really would wish to see such kinds of courses more and more. Thanks a lot for sharing such a valuable course. I would highly request you to provide more courses like this. Thanks a lot

The course is a very good overview of how data science is used in various interesting case studies. It is especially interesting to start every case study with a business understanding. The instructor explains clearly how to do each step. However, a few things can be improved. There is no explanation on the hyperparameters of the model and why the instructor choose the given number. At the final case study, the instructor also does not explain what is res_block. Furthermore, I followed the videos, and somehow got an accuracy much lower than the video, which is confusing since there is no explanation. Maybe the course needs to be updated. Overall, I am satisfied with the course. It was an amazing journey. The course may need some update to make this course perfect.

The course is well suited for those who literally has some prior knowledge about machine learning, as more and more high concepts are being used. If you are a beginner, then this course is not for you.

This course is Excellent . It teaches a lot of amazing techniques and tricks which by the way is outstanding . Trainer is Clear and Amazing with his tutorial to develop the different ML models that he teaches with real world examples of different use cases . I highly recommand this course to all who are interested in DataScience and Machine Learning along with differentprojects . Dr. Ryan Ahmed has put in lots of hard work in creating this course .

The course is very nice with good mood and allows for a fast pace. You must have a previous background on deep learning, TensorFlow in order to better understand the classes. Otherwise, you'll be quite loss about the terms and techniques. In the overall, I really enjoyed this course because it does approach complete real world applications for Machine Learning and Deep Learning. I would definitely indicate this course to people seeking a Data Science career path.

Quite suitable for me, already have decent experience with python, but needed some practical understanding of data science applications in business domain. The instructor is teaching well for those who are familiar with python. taking it step by step. He could tell slightly more about few parameters though for example axis, as they come up. one issue faced was that in hr case altho he demonstrated the models but the quality of models were very bad, he should have showed/mentioned ways to improve. still hoping for clearence if the course structure is asynch.

Course was unquestionably interesting and highly recommended for budding Data Scientist. Has all buzz needed to get one to the next level. However, the downfall is that the student is left with mounting unanswered questions. Personally I have an unanswered rate of almost 50%. Given that learning occurs differently for all students, this needs to be accounted for. Q&A should also be accepted and hailed as a learning tool: no question is a dumb one. The provided hype of the benefits of the course and concern for students' learning r was diminished and fall flat because of the high level of non- response and untimely responses to questions.

this is such a amazing course and great thanks to Dr. Ryan to conduct this program in an interesting manner. it's amazing that he explains complex concepts in a succinct manner!!! looking forward in joining more courses of Dr. Ryan...