Data Science and Machine Learning using Python - A Bootcamp (Udemy.com)

It was a very good course on machine learning with python. The pace of the lecture was perfect for me, not too fast or not too slow. The course explains many topics in easy and interesting way. Now, I feel confident to apply this knowledge in new datasets. However, I have a little suggestion. In the projects, you used the cleaned up and processed datasets. Its better to include the data cleaning and processing steps applied on UCI raw datasets. This will be a good practice on data cleaning skills.

The more I watch this again and again, more I fall in love with the in depth and easy to understand explanation of each and every topic covered. This course is very intuitive and from basic to up to a level from anyone can tackle real world scenario. From exploratory data analysis , pandas and until algorithm everything is clearly explained. Waiting for more courses like this from the Author. Regards, Girijesh

This course helped me to kick start my machine learning journey from scratch. Mr.Qazi illustrated all the concepts through coding in python. Also provided practice sheets for students to enhance the machine learning knowledge by doing. Thank you Mr.Qazi and Udemy.

This was a good introductory course for learning Python and beginning to play with data. I feel like I now know enough to be dangerous. I had a hard time following the lecture on Principal Component Analysis. The concepts were abstract and complicated, and I felt that the given examples did not help my comprehension. Although I can replicate the processes used in the lecture, I do not know when I would use PCA, how it could be useful, or how to interpret the results.

I had a general laymans knowledge on Machine Learning(I had heard of it) but no practical experience. After doing this course I was able to upload data from csv files into pandas and manipulate and clean the the data such that it was ready for data analysis and machine learning algorithms. This was invaluable since coincidentally a team building exercise at work tasked me to use machine learning to predict the cricket world cup. The course really helped me a lot in that task and I was able to create a prediction for the team exercise. I have to say after doing this course it has piqued an interest in Machine Learning and I will definitely continue to review this course further(I haven't completely finished it) and use this course as a reference material in the future. I can say that I recommend this course.

this course is highly recommended to all professionals! Data Science is very simply explained in this course. Practices and hands on training are very extensive that builds great confidence level. Dr Qazi generously is sharing his extensive knowledge and expertise in this course. I personally had a chance to know him and attend his course as well as taking his course online. He is passionate about data science as well as teaching! highly appreciate his effort to teach and grateful to know him.

There is a lot of showing without much explanation so far. It's clear that the intended audience shouldn't have much programming experience, but I'm not sure what the average audience should know. Additionally, Python syntax is really poor so far, which is really unfair to those without previous Python experience.

1. Lots of grammatical error in the exercise and solution notebooks 2. Did not cover Tensorflow

I've completed the course and it feels intuitive and completing tasks faster with greater understanding. Simply because the instructor gives a brilliant breakdown of the theory, lots of exercises and finally a 'learn-by-doing" enjoyable project. This is repeated throughout the course. Well done and I hope to see more courses , and perhaps additional topics to this already extensive Data Science course. Dr Quazi is a terrific instructor

It is a wonderful course which focused on the required portions of Data Science and Machine Learning. Very helpful for DS Beginner and Practitioner to have overall knowledge of what to do in ML. Since I am a BI analyst, I am very much loved the Data Visualization lessons using Pandas and Seaborn. Please go through the courses thrice and you will be amazed to realize and learn new things in the same lesson. Good Luck Everyone! Thank you Junaid for keeping it crisp and knowledgeable!

Inspite of being a beginner to programming, i found it very useful and understandable. Explained in very good manner and quick response to the queries too.

Excellent teacher and to the point course content. Please create more courses so that your courses will provide complete learning path to students.

1- Data Science & Machine Learning using Python - A Bootcamp - good

for all

2- Refresher course in Linear Algebra, Calculus, Probability &

Statistics special focus ML & DL

2- Data Science & Machine Learning using Python - Intermediate level

3- Data Science & Machine Learning using Python - Advance level

4- Good size Projects of Data Science, Machine Learning, Deep Learning