Videos uploaded by user “Python Programmer”
How to Become a Data Scientist
How to Become a Data Scientist Do you want to become a data scientist? In this short film I show you all the steps necessary to become a data scientist. The links below are all of the links mentioned in the film. Why Python for Data Science? https://youtu.be/wZGbozU1MuE How to Learn Python - https://youtu.be/5m1ZoS8Entg Numpy http://www.numpy.org/ SciPy https://www.scipy.org/ Pandas http://pandas.pydata.org/ Matplotlib https://matplotlib.org/ Seaborn https://seaborn.pydata.org/ Scikit Learn http://scikit-learn.org/stable/ Kaggle https://www.kaggle.com/ Github https://github.com/ Learn GitHub https://www.youtube.com/watch?v=SWYqp7iY_Tc MIT Single Variable Calculus - https://www.youtube.com/watch?v=ZK3O402wf1c MIT Multi Variable Calculus - https://www.youtube.com/watch?v=PxCxlsl_YwY Khan Academy https://www.khanacademy.org/ 3Blue1Brown - https://www.youtube.com/channel/UCYO_jab_esuFRV4b17AJtAw US Data - http://www.data.gov UK Data http://www.data.gov.uk I have also linked to some additional learning resources ### Online Courses Learn Python - https://www.learnpython.org/ Google's Python Class - https://developers.google.com/edu/python/ My Python Course - https://www.youtube.com/watch?v=Aah3TmR-dHc&list=PLtb2Lf-cJ_AWhtJE6Rb5oWf02RC2qVU-J Music by http://www.bensound.com #datascience #datascientist #learndatascience
Views: 64563 Python Programmer
Can you LEARN DATA SCIENCE for FREE? YES! I'll show you HOW!
Free Data Science learning resources. You can learn data science for nothing. This is a data science learning path. I will add to this list as I discover more content. ►Subscribe to my YouTube Channel http://bit.ly/2LCdOy1 RECOMMENDED BOOKS IN MY STORE https://www.amazon.com/shop/pythonprogrammer Music by bensound.com PYTHON BASICS Introduction to Python, The Scientific Libraries, Advanced Python Programming and the Pandas Section of Data and Empirics https://lectures.quantecon.org/py/ Chapters 1 - 4 in this book https://github.com/jakevdp/PythonDataScienceHandbook/blob/8a34a4f653bdbdc01415a94dc20d4e9b97438965/notebooks/Index.ipynb Then this Pandas tutorial https://pandas.pydata.org/pandas-docs/stable/getting_started/10min.html Here are some excellent pandas code examples https://github.com/wesm/pydata-book MATHS LINEAR ALGEBRA Essence of Linear Algebra https://www.youtube.com/watch?v=fNk_zzaMoSs&list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab Khan Academy https://www.khanacademy.org/math/linear-algebra https://betterexplained.com/articles/linear-algebra-guide/ Introduction to Methods of Applied Mathematics http://physics.bgu.ac.il/~gedalin/Teaching/Mater/am.pdf Mathematical Tools for Physics http://www.physics.miami.edu/~nearing/mathmethods/mathematical_methods-one.pdf https://www.math.ubc.ca/~carrell/NB.pdf (Linear Algebra Reference) https://math.byu.edu/~klkuttle/EssentialLinearAlgebra.pdf (Reference) CALCULUS Essence of Calculus https://www.youtube.com/watch?v=WUvTyaaNkzM&list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr https://www.khanacademy.org/math/calculus-1 https://www.khanacademy.org/math/calculus-2 https://www.khanacademy.org/math/multivariable-calculus PRACTICE PYTHON PROJECTS https://github.com/tuvtran/project-based-learning#python https://projecteuler.net/ MORE PYTHON Work through as many of the examples as you fancy in Chapters 6 and 7 here https://scipython.com/book/ DATA EXPLORATION https://github.com/StephenElston/ExploringDataWithPython/blob/master/LearningDataVisualization.ipynb https://www.kaggle.com/c/titanic#description PROBABILITY AND STATISTICS https://www.khanacademy.org/math/statistics-probability http://greenteapress.com/thinkstats/thinkstats.pdf https://bookboon.com/en/applied-statistics-ebook http://www.wzchen.com/probability-cheatsheet/ STATISTICAL LEARNING An Introduction to Statistical Learning https://www-bcf.usc.edu/~gareth/ISL/index.html (Essential) https://work.caltech.edu/telecourse.html Elements of Statistical Learning (Extremely useful) https://web.stanford.edu/~hastie/ElemStatLearn/ PYTHON AND DATA SCIENCE Chapter 5 Python Data Science Handbook https://github.com/jakevdp/PythonDataScienceHandbook/blob/8a34a4f653bdbdc01415a94dc20d4e9b97438965/notebooks/Index.ipynb https://scikit-learn.org/stable/tutorial/index.html DATA STRUCTURES AND ALGORITHMS IN PYTHON https://eu.udacity.com/course/data-structures-and-algorithms-in-python--ud513 http://interactivepython.org/runestone/static/pythonds/index.html TENSORFLOW https://developers.google.com/machine-learning/crash-course/ SQL https://www.khanacademy.org/computing/computer-programming/sql GIT AND VERSION CONTROL https://git-scm.com/book/en/v2 TAKE THIS CLASS https://cs109.github.io/2015/index.html R https://www.r-bloggers.com/how-to-learn-r-2/ SUPPLEMENTARY MATERIAL https://docs.python.org/3/tutorial/index.html https://www.reddit.com/r/Python/ https://www.reddit.com/r/datascience/ https://stackoverflow.com/questions/tagged/python https://datascience.stackexchange.com/ https://jupyter.org/ How to think like a computer scientist http://www.openbookproject.net/thinkcs/python/english3e/ WRITE A BLOG - https://onextrapixel.com/start-jekyll-blog-github-pages-free/ SLACK GROUPS: https://kagglenoobs.herokuapp.com/ https://datadiscourse.herokuapp.com/
Views: 225911 Python Programmer
Best Online Data Science Courses
Here are my pick of the best online data science courses:- Coursera Data Science Specialization Johns Hopkins https://www.coursera.org/specializations/jhu-data-science Applied Data Science with Python University of Michigan https://www.coursera.org/specializations/data-science-python Edx Micro Masters in Data Science - University of California, San Diego https://www.edx.org/micromasters/uc-san-diegox-data-science Micro Masters Statistics and Data Science MITx https://www.edx.org/micromasters/mitx-statistics-and-data-science Data Quest - https://dataquest.io Brilliant - https://www.brilliant.org Udemy Jose Portilla Data Science Course https://www.udemy.com/python-for-data-science-and-machine-learning-bootcamp/
Views: 100320 Python Programmer
Is this the BEST BOOK on Machine Learning? Hands On Machine Learning Review
Hands On Machine Learning with Scikit Learn and Tensorflow published by O'Reilly and written by Aurelien Geron could just be the best practical book on machine learning. In this review I explain why. ►Subscribe to my YouTube Channel http://bit.ly/2LCdOy1 You can buy the book at my Amazon store https://www.amazon.com/shop/pythonprogrammer Video explanations of popular interview questions: http://algoexpert.io/giles (use code "giles" for a discount) - this is an affiliate link. Music: www.bensound.com
Views: 289271 Python Programmer
What is Pandas? Why and How to Use Pandas in Python
This is a short explainer video on pandas in python. I tell you what pandas is, why it's used and give a couple of tutorials on how to use it. I do some exploratory analysis of the titanic data set and show you how pandas can work with time series using stock market data. This is the Pandas website: https://pandas.pydata.org/ Music by http://www.bensound.com
Views: 78195 Python Programmer
How to Learn Python - Best Courses, Best Websites, Best YouTube Channels
I show you how to learn python. There are so many python learning resources, how do you know which are the best? To save you time, I have collated what I think are the best python learning resources available. These are my favourite python courses, websites, books and YouTube channels. I hope you like them too. Links: Udemy The Python Mega Course - https://www.udemy.com/the-python-mega-course/ The Complete Python Bootcamp - https://www.udemy.com/complete-python-bootcamp/ The Modern Python 3 Bootcamp - https://www.udemy.com/the-modern-python3-bootcamp/ Automate the Boring Stuff Video Course - https://www.udemy.com/automate/ Music by http://www.bensound.com #LearnPython #Python #HowtolearnPython
Views: 53470 Python Programmer
Machine Learning is Just Mathematics! Free Machine Learning Resources
Here are some free machine learning resources. In this I explain that Machine learning is really just mathematics and I explain what type of maths is needed to learn machine learning and I give you some great resources to learn it. #MachineLearning #LearnMachineLearning #MachineLearningMaths
Views: 91442 Python Programmer
Dataquest Review: Worth buying their DATA SCIENCE Course?
My review of Dataquest the online platform for learning Data Science. I paid to use their platform. This is an independent review. ►Subscribe to my YouTube Channel http://bit.ly/2LCdOy1 Dataquest Link https://www.dataquest.io Github Page https://github.com/dataquestio/solutions Think Stats Book https://greenteapress.com/wp/think-stats-2e/ Programming Learning Resources https://lectures.quantecon.org/py/ - Great Python learning resources Music by http://www.bensound.com
Views: 12725 Python Programmer
I'm just not that good at coding
If you ever feel that you will never be able to learn to code then watch this. TEDx Talk https://www.youtube.com/watch?v=0tqq66zwa7g Research Growth mindset on google
Views: 18262 Python Programmer
My opinion on Data Science Bootcamps. Free book for Statistical Learning (One of the best I have found) Introduction to Statistical Learning http://www-bcf.usc.edu/~gareth/ISL/ Free Python Learning Resource https://lectures.quantecon.org/py/ Course Reviews https://www.coursereport.com/schools/ 👌 SUBSCRIBE 👌 https://www.youtube.com/channel/UC68KSmHePPePCjW4v57VPQg?sub_confirmation=1 ►Need to prep for a technical interview? I recommend this - http://www.algoexpert.io/giles (use code ‘giles’ to get a 30% discount affiliate link) https://twitter.com/GilesMcMullen Music by Bensound http://www.bensound.com
Views: 37848 Python Programmer
Do you need a MASTERS or PHD to be a DATA SCIENTIST?
Do you need a masters degree or PhD to be a data scientist or to work in Data Science? My thoughts. 👌 SUBSCRIBE 👌 https://www.youtube.com/channel/UC68KSmHePPePCjW4v57VPQg?sub_confirmation=1 ►Need to prep for a technical interview? I recommend this - http://www.algoexpert.io/giles (use code ‘giles’ to get a 30% discount) (affiliate link) https://twitter.com/GilesMcMullen
Views: 42383 Python Programmer
Good books on python
Here is a short review of the top 5 best books for learning to program in Python. I think these are really good books on python and any of them will really help you to learn python from scratch. Whether you want to learn python for machine learning, data analysis, making games of for web app development, there will be something here for you. All of the books mentioned here have been reviewed separately on this channel. Books (affiliate links) 1. Automate the Boring Stuff With Python – http://amzn.to/2kSPOtA (or for free here https://automatetheboringstuff.com/ ) 2. Python Crash Course –http://amzn.to/2BsorSq 3. Effective Computation in Physics – http://amzn.to/2BJxVFC 4. Learn Python the Hard Way – http://amzn.to/2p4TQVd My Python Course - https://www.youtube.com/watch?v=Aah3TmR-dHc&list=PLtb2Lf-cJ_AWhtJE6Rb5oWf02RC2qVU-J
Views: 73599 Python Programmer
What is Tensorflow? - Learn Tensorflow for Machine Learning and Neural Networks
Here I explain what tensorflow is, why you should use it and explain that it’s uses in Machine Learning, particularly Neural Networks. I show some great learning resources for tensorflow and machine learning. The links from the video are:- https://www.tensorflow.org/ https://developers.google.com/machine-learning/crash-course/ml-intro https://github.com/jtoy/awesome-tensorflow https://medium.mybridge.co/30-amazing-machine-learning-projects-for-the-past-year-v-2018-b853b8621ac7 Music by http://www.bensound.com #Tensorflow #LearnTensorflow #MachineLearning
Views: 12653 Python Programmer
I wish I had found this FREE PYTHON resource much EARLIER!
This is a great free python resource that I wish I had found much earlier! https://lectures.quantecon.org/py/ ►Subscribe to my YouTube Channel http://bit.ly/2LCdOy1 Music by bensound.com
Views: 148095 Python Programmer
Automate the Boring Stuff with Python: Review | Learn Python with this complete python course
Automate the Boring Stuff is a great book for learning Python. It covers Python 3. In this review I particularly like the project section in part two of the book. Using the python already taught in part 1, it shows you how to use python to do useful tasks with some great python tutorials It covers:- Regular Expressions Reading and Writing Files Web Scraping Debugging Organizing Files Working with Excel, PDF files and CSV files and more. You can buy the book here: Books (affiliate links) 1. Automate the Boring Stuff With Python – http://amzn.to/2kSPOtA (or for free here https://automatetheboringstuff.com/ ) 2. Python Crash Course –http://amzn.to/2BsorSq 3. Effective Computation in Physics – http://amzn.to/2BJxVFC 4. Learn Python the Hard Way – http://amzn.to/2p4TQVd If it's a complete python course you are looking for, especially as a beginner with python then this is probably the python book for you. This is definitely one of the top 5 books on python.
Views: 24788 Python Programmer
Best Machine Learning Books
Best machine learning books - these are the best machine learning books in my opinion.
Views: 24906 Python Programmer
How to get into Oxford University - Tips from an Oxford researcher oxbridge
I have had many questions about how to get into Oxford, the selection process and interviews. Here I try to answer some of those questions and give you a few tips on how to apply for Oxford University and how to approach the interview. If you have any questions you can ask them in the comments section. This book is quite helpful - The Ultimate Oxford Interview Guide - you can buy it here http://amzn.to/2BED9o2 (affiliate link)
Views: 29749 Python Programmer
5 Ideas to Help you Think Like a Programmer in Python!
How to think like a programmer in python. The are several strands to learning python. You have to learn the syntax of python and the basic structure of python and the important methods and functions in python. But the most important aspect of learning python or any programming language is to think like a programmer. In this video I talk about why learning to think like a programmer in python is essential to your python journey. I also give some very useful resource to help you do this. The websites are:- http://www.projecteuler.net http://www.pythonchallenge.com http://www.hackerrank.com http://www.practice python.org Music by http://www.bensound.com
Views: 14968 Python Programmer
Could this be the MOST UNDERRATED beginners PYTHON BOOK ?
This book is a great introduction to python and related skills. ►Subscribe to my YouTube Channel http://bit.ly/2LCdOy1 Effective Computation in Physics website http://physics.codes/ Effective Computation in Physics Github https://github.com/physics-codes Python Learning Resources Free book for Statistical Learning (One of the best I have found) Introduction to Statistical Learning http://www-bcf.usc.edu/~gareth/ISL/ https://lectures.quantecon.org/py/ (Great free python resource) Music by http://www.bensound.com
Views: 24291 Python Programmer
5 Tips for Learning Math (or ANYTHING!) - DO NOT STUDY WITH ME!
Here I share my tips for learning Math, but these tips will work for other subjects too! But definitely do not study with me! ►Subscribe to my YouTube Channel http://bit.ly/2LCdOy1 Great Math learning resource http://math.ucr.edu/home/baez/books.html And then there's Khan Academy https://www.khanacademy.org/ And 3 Blue 1 Brown https://www.youtube.com/channel/UCYO_jab_esuFRV4b17AJtAw
Views: 25714 Python Programmer
Fast.ai - Machine Learning for Coders - Course Recommendation
I really recommend doing this course if you know some coding and you want to learn Machine Learning. http://www.fast.ai
Views: 5592 Python Programmer
Improve your coding skills - coding challenge websites!
Coding challenges are a great way to improve your coding skills. These websites offer some excellent coding challenges. ►Subscribe to my YouTube Channel http://bit.ly/2LCdOy1
Views: 8148 Python Programmer
Machine Learning: 5 Things You Need to Know!
Machine Learning tips: here are 5 (actually there are a few more too, if you watch for a bit longer!) tips for becoming better at machine learning. Taken from the excellent paper by Pedro Domingos. It's called 'A few things you need to know about machine learning'. It's great and you should read it. Link below:- Also, this episode is sponsored by Coursera: they produce some great courses you can find out more about them here https://www.coursera.org The link for the Pedro Domingos paper is:- https://homes.cs.washington.edu/~pedrod/papers/cacm12.pdf Enjoy it!
Views: 7444 Python Programmer
Get a DATA SCIENCE JOB with this TIP!
This tip will help you get a job in DATA SCIENCE. 👌 SUBSCRIBE 👌 https://www.youtube.com/channel/UC68KSmHePPePCjW4v57VPQg?sub_confirmation=1 My Patreon: https://www.patreon.com/gilesmcmullen ►Need to prep for a technical interview? I recommend this - http://www.algoexpert.io/giles (use code ‘giles’ to get a 30% discount) https://twitter.com/GilesMcMullen
Views: 22517 Python Programmer
Best Udemy Python Courses
These are the best Udemy Courses for learning python:- 1.Complete Python Bootcamp https://www.udemy.com/complete-python-bootcamp/ 2. The Python Mega Coursehttps://www.udemy.com/the-python-mega-course/ 3. Learning Python for Data Analysis and Visualization https://www.udemy.com/learning-python-for-data-analysis-and-visualization If this has been useful, then consider giving your support by buying me a coffee https://ko-fi.com/pythonprogrammer Here's a list of some of the best online python courses. These are Udemy courses and the links are affiliate links. As I say in the video, I have taken all of these courses and found them really helpful. These courses cover the basics of python - jupyter notebooks, python variables python functions and more advanced packages such as numpy and pandas.
Views: 17410 Python Programmer
Learn Python the Hard Way by Zed A Shaw: Review | Complete python tutorial. Learn Python coding
This is a short review of Learn Python the Hard Way by Zed A Shaw. It is a complete python tutorial covering all aspects of python programming and coding. It covers variables, lists, dictionaries, functions, and classes. It has exercises and faq sections at the end of each chapter. It includes coding examples. You can buy the book from Amazon (USA) https://amzn.to/2KIVwu4 or Amazon (UK) https://amzn.to/2K5plEj (Affiliate links)
Views: 33244 Python Programmer
Python for Data Analysis by Wes McKinney: Review | Learn python, numpy, pandas and jupyter notebooks
This is a review of the fantastic Python for Data Analysis. I learnt a lot from this book by Wes McKinney. Its section on IPython is excellent and it explains Numpy extremely well: two chapters are dedicated to Numpy covering the basics and advanced topics. It really helps you to visualize numpy arrays. The Pandas coverage is excellent and you learn what a powerful tool Pandas can be. I always use it for my data analysis, usually in a jupyter notebook and I love what it can do. If you are new to data analysis and are looking for an introductory book to explain how to do it in Python, I haven't seen a better one than this. Buy it from Amazon (USA) https://amzn.to/2I2TB1H (UK) https://amzn.to/2KFwmg9 (2nd Edition books) (affiliate links)
Views: 12422 Python Programmer
Python Training for Beginners - Install python
Python training for beginners - Learn python fast with my free python tutorial. In this lesson 1 I will show you how to install python. Python is a great language and enables you to do data science, computer vision, machine learning as well as many other applications. This course is free, so if you want to learn python, subscribe and take part. The link to download Anaconda is here https://www.continuum.io/downloads and the link to the Jupyter Notebook page shown in the tutorial is here http://jupyter-notebook-beginner-guide.readthedocs.io/en/latest/execute.html My Python Course - https://www.youtube.com/watch?v=Aah3TmR-dHc&list=PLtb2Lf-cJ_AWhtJE6Rb5oWf02RC2qVU-J
Views: 25551 Python Programmer
Data Science from Scratch by Joel Grus: Review | Learn python, data science and machine learning
This is a review of Data Science from Scratch by Joel Grus. This book will teach you the methods used for data science and machine learning. First it will show you the basics of the python language, then how to visualize data with matplotlib. It moves on to probability and statistics and then machine learning methods. After explaining the methods it starts to build up functions in python that will apply what has been learnt. It's an excellent introduction to Data Science. You can buy the book here:- https://amzn.to/2KIXzyo (USA) https://amzn.to/2FSIuqs (UK) (Affiliate links)
Views: 15074 Python Programmer
How to get a Data Science Job
How to get a job in Data Science - some tips for you. ►How to become a Data Scientist https://youtu.be/jMvhFNGGT_0 ►Subscribe to my YouTube Channel https://goo.gl/Gewrvj
Views: 9700 Python Programmer
Robotics: Why you should be learning it and how to do it!
Robotics is a fascinating field covering many different disciplines. I think it’s a great way to learn python and other skills. Computer Vision, AI, Control Systems are all used in robotics and a robotics project will give you the opportunity to learn these topics and many others. Links from the video ROS: http://www.ros.org/ ROS Tutorials: https://www.intorobotics.com/category/ros/ piDrone Project: http://blog.pistuffing.co.uk/category/pidrone/ 10+ Raspberry Pi Robotics Projects: https://www.intorobotics.com/10-awesome-raspberry-pi-2-robots-no-5-is-the-best/ 10+ Arduino Projects: https://www.intorobotics.com/best-ideas-for-cheap-arduino-uno-projects/ Modern Robotics PDF: http://hades.mech.northwestern.edu/images/7/7f/MR.pdf Boston Dynamics YouTube page: https://www.youtube.com/user/BostonDynamics
Views: 14988 Python Programmer
Word2Vec Explained!
Word2Vec - here’s a short video giving you some intuition and insight into word2vec and word embedding. Summary of word2vec and word embedding. Here are the links from the video:- Original Paper by Mikolov et al - https://arxiv.org/pdf/1301.3781.pdf Xin Rong wordvec Parameter Learning Explained - https://arxiv.org/abs/1411.2738 Xin Rong Presentation - https://youtu.be/D-ekE-Wlcds wevi: word embedding visual inspector - https://ronxin.github.io/wevi/ Stanford Course - https://youtu.be/ERibwqs9p38 Chris McCormick blog post - http://mccormickml.com/2016/04/19/word2vec-tutorial-the-skip-gram-model/ Other Learning resources 3 Blue 1 Brown - https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab MIT Linear Algebra Course - https://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/video-lectures/ MIT Machine Learning and Statistics - https://ocw.mit.edu/courses/sloan-school-of-management/15-097-prediction-machine-learning-and-statistics-spring-2012/index.htm A few useful things to know about Machine Learning - https://homes.cs.washington.edu/~pedrod/papers/cacm12.pdf Google Machine Learning Course - https://developers.google.com/machine-learning/crash-course/ An Introduction to Statistical Learning - http://www-bcf.usc.edu/~gareth/ISL/ McCormick, C. (2016, April 19). Word2Vec Tutorial - The Skip-Gram Model. Retrieved from http://www.mccormickml.com
Views: 5733 Python Programmer
This is the BEST course on CALCULUS that I have seen. Insight and Intuition included.
This free calculus course from renowned mathematician Robert Ghrist is the best I have ever seen. Robert Ghrist YouTube channel: https://www.youtube.com/channel/UC5N5pRddyicAX1QJyJjIIdg Web Page: https://www.math.upenn.edu/~ghrist/BLUE.html#VOL1 Single Variable Calculus course: https://www.youtube.com/playlist?list=PLKc2XOQp0dMwj9zAXD5LlWpriIXIrGaNb Linear Algebra problem set - https://web.pdx.edu/~erdman/LINALG/Linalg_pdf.pdf ►Subscribe to my YouTube Channel http://bit.ly/2LCdOy1 Programming Learning Resources https://lectures.quantecon.org/py/ - Great Python learning resources
Views: 14168 Python Programmer
CONQUER Pandas in about 10 minutes! A great python module for Data Science!
This python pandas tutorial is taken from the https://lectures.quantecon.org/py/ pandas tutorial. Pandas is an excellent python module. It is designed for cleaning and analysing data. In this tutorial I show you how to use it. For the links from the tutorial go to my facebook page. https://www.facebook.com/1803688936591278/posts/2022022968091206/ Recommended books in my Amazon store https://www.amazon.com/shop/pythonprogrammer
Views: 20812 Python Programmer
R vs Python? Best Programming Language for Data Science?
R vs Python. Here I argue why Python is the best language for doing data science. Answering the question 'What is the best programming language for' is never black and white and there will be circumstances when python is not the best choice. Python is, though, the best general programming language. It is well supported, comparatively simple to learn, has a wealth of libraries specifically designed for data science such as pandas for data analysis and matplotlib for data visualization, and is extremely versatile. You won't regret learning python for data science. My Python Course - https://www.youtube.com/watch?v=Aah3TmR-dHc&list=PLtb2Lf-cJ_AWhtJE6Rb5oWf02RC2qVU-J
Views: 35400 Python Programmer
Open University Result
The OU Open University - Review of my experience at the Open University or OU. I finished my degree at the Open University and really enjoyed studying there. If you're thinking of starting an Open University or OU degree, I would say just go ahead and do it. It's a great experience. You might be wondering Should I do an open university degree or should I study at the OU. I hope this video will help you answer that question. The OU was definitely worth it for me.
Views: 6834 Python Programmer
To learn python well, you should learn how to sort. I explain why I think you should learn sorting algorithms. They are really useful at helping you to understand algorithms in general, time complexity, big O notation. If you are teaching yourself python or data science, you need to take a look at sorting algorithms. In this video we look at bubble sort, insertion sort and merge sort. I also show you some great learning resources. 👌 SUBSCRIBE TO MY YOUTUBE CHANNEL 👌 https://www.youtube.com/channel/UC68KSmHePPePCjW4v57VPQg?sub_confirmation=1 Video explanations of popular interview questions: https://www.algoexpert.io/giles (use code “giles” for a discount) (affiliate link) Links from video: https://interactivepython.org/runestone/static/pythonds/SortSearch/toctree.html https://www.cs.usfca.edu/~galles/visualization/Algorithms.html http://tuxar.uk/popular-sorting-algorithms/ https://en.wikipedia.org/wiki/Bubble_sort Music by bensound.com
Views: 10128 Python Programmer
Be JOB READY in PYTHON and ACE INTERVIEWS with these 2 LEARNING resources
With these 2 learning resources and a little dedication you can learn python and be job ready in 1 YEAR. Python Programming by John Zelle teaches you so much more than just python. It teaches you computer science. Algo Expert is a new website created specifically to help get you through coding interviews. ►Subscribe to my YouTube Channel http://bit.ly/2LCdOy1 You can buy an algo expert subscription using this AFFILIATE LINK and receive a 30% discount http://www.algoexpert.io/giles Music by http://www.bensound.com
Views: 14237 Python Programmer
How to get started in machine learning - best books and sites for machine learning
**NEW COURSERA MACHINE LEARNING COURSE** https://www.coursera.org/specializations/mathematics-machine-learning This is a short video which gives advice on how to learn Machine Learning. Machine learning is an extremely exciting field, there is so much to it and it can be a little overwhelming for someone new trying to enter the field. This video will guide you on how to start, where to find the right resources and on the path you should take. It recommends online courses, websites and books. If you have any questions about Machine Learning, please put them in the comments section. Machine Learning is a term that covers quite a large field. It uses linear regression, logistic regression, classification, deep learning, support vector machines and neural networks. It is a branch of data science and is a very exciting field. One of its main applications is in artificial intelligence. Here are the links from the video:- ### Online Courses 1. Udemy: Automate the boring stuff - https://www.udemy.com/automate/ 2. Udemy: Complete Python Bootcamp - https://www.udemy.com/complete-python-bootcamp/ 3. Learn Python - https://www.learnpython.org/ 4. Google's Python Class - https://developers.google.com/edu/python/ 5. My Python Course - https://www.youtube.com/watch?v=Aah3TmR-dHc&list=PLtb2Lf-cJ_AWhtJE6Rb5oWf02RC2qVU-J ### Books (affiliate links) 1. Automate the Boring Stuff With Python - http://amzn.to/2kSPOtA (or for free here https://automatetheboringstuff.com/ ) 2. Python Crash Course -http://amzn.to/2BsorSq 3. Effective Computation in Physics - http://amzn.to/2BJxVFC 4. Learn Python the Hard Way - http://amzn.to/2p4TQVd ### Practice 1. Hacker Rank - https://www.hackerrank.com/ ## Learn Numpy, Pandas and Matplotlib ### Books 1. Python for Data Analysis - http://amzn.to/2kzpKEv 2. Effective Computation in Physics - http://amzn.to/2BJxVFC ### Online 1. Udacity: Intro to Data Analysis - https://eu.udacity.com/course/intro-to-data-analysis--ud170 2. Udemy: Python for Data Science and Machine Learning Bootcamp - https://www.udemy.com/python-for-data-science-and-machine-learning-bootcamp/ 3. Udemy: Machine Learning A-Z™: Hands-On Python & R In Data Science - https://www.udemy.com/machinelearning/ ### Learn Linear Algebra 1. Udemy: Linear algebra 1 - https://www.udemy.com/linear-algebra-an-introduction/ 2. Udemy: Linear algebra 2 - https://www.udemy.com/linear-algebra-for-beginners-open-doors-to-great-careers-2/ 3. Linear Algebra for Machine Learning - https://youtu.be/ZumgfOei0Ak 4. Linear Algebra MIT Course - https://www.youtube.com/watch?v=ZK3O402wf1c ### Learn Calculus 1. Udemy Calculus 1 - https://www.udemy.com/calculus1 2. Udemy Calculus 2 - https://www.udemy.com/calculus-2 3. Udemy Calculus 3 - https://www.udemy.com/calculus-3 4. MIT Single Variable Calculus - https://www.youtube.com/watch?v=ZK3O402wf1c ### Probability and Statistics 1. Information Theory, Inference, and Learning Algorithms David McKay (Free PDF) http://www.inference.org.uk/itprnn/book.pdf 2. Udemy: Workshop in Probability and Statistics - https://www.udemy.com/statshelp/ 3. Introduction to Statistical Learning - http://www-bcf.usc.edu/~gareth/ISL/ISLR%20First%20Printing.pdf ## Learning Scikit 1. Scikit Learn Website - http://scikit-learn.org/stable/tutorial/index.html 2. Scikit Cook Book - http://amzn.to/2BXOTTi ### Other Resources 1. Python Machine Learning by Packt Publishing- https://youtu.be/OHi9F0aAdpo 2. Chris Albon - https://chrisalbon.com/#Python 3. Jason Brownlee, Machine learning mastery - https://machinelearningmastery.com/start-here/ 2. Udacity Online Machine Learning Course - https://youtu.be/gq0M2bHG8wI ## Not Python but .... Andrew Ng Machine Learning - https://www.coursera.org/learn/machine-learning (amazon links are affiliate links - you won’t pay any more for the product, but I will receive a small percentage of the purchase price)
Views: 28854 Python Programmer
Have I left it too late?
Have I left it too late for a career change. In this video, I try to answer that question. Deliberate Practice: http://freakonomics.com/podcast/peak/ 👌 SUBSCRIBE 👌 https://www.youtube.com/channel/UC68KSmHePPePCjW4v57VPQg?sub_confirmation=1 ►Need to prep for a technical interview? I recommend this - http://www.algoexpert.io/giles (use code ‘giles’ to get a 30% discount, affiliate link) https://twitter.com/GilesMcMullen
Views: 12580 Python Programmer
Python for Financial analysis and stock market trading - Udemy Review
Python is great for financial analysis and algorithmic stock market trading. In fact Wes McKinney developed Pandas, which is a python library, for a hedge fund group. Here I review the Udemy course by Jose Portilla. I am a big fan of his courses and have taken many of them, including this one. Watch the video to find out what I think. If this has been useful, then consider giving your support by buying me a coffee https://ko-fi.com/pythonprogrammer
Views: 9456 Python Programmer
Learn NUMPY in 5 minutes - BEST Python Library!
Learn Numpy in 5 minutes! A brief introduction to the great python library - Numpy. I cover Numpy Arrays and slicing amongst other topics. ►Subscribe to my YouTube Channel http://bit.ly/2LCdOy1 Free book for Statistical Learning (One of the best I have found) Introduction to Statistical Learning http://www-bcf.usc.edu/~gareth/ISL/ Music by bensound.com
Views: 137941 Python Programmer
What is the Difference between a list and a tuple
In this python tutorial we explain the difference between a list and a tuple in python. Lists are mutable and tuples immutable, but there is more to it than that. In this video we look at the practical difference between a list and a tuple in python and how they should be used. We consider lists as homogenous sequences and tuples a heterogeneous structures. This is part of a series on learning python. My Python Course - https://www.youtube.com/watch?v=Aah3TmR-dHc&list=PLtb2Lf-cJ_AWhtJE6Rb5oWf02RC2qVU-J
Views: 3818 Python Programmer
Best Programming Language to learn in 2019
My thoughts on the best programming language to learn in 2019. In this video I mention Python, C++, R, SQL, Java and other languages. ►Subscribe to my YouTube Channel https://goo.gl/Gewrvj
Views: 18074 Python Programmer
Python Training Course Python Zip Function. Python Tutorial with Examples.
Python Training Course. Here I explain the zip() function in python. zip() is used on lists. It is a way of combining two separate lists in python. The zip() function is easy to use and can be very useful. If you have any questions about using zip() on python lists then please post them in the comments section. My Python Course - https://www.youtube.com/watch?v=Aah3TmR-dHc&list=PLtb2Lf-cJ_AWhtJE6Rb5oWf02RC2qVU-J
Views: 2785 Python Programmer
Engineering Mathematics by K.A.Stroud: review | Learn maths, linear algebra, calculus
Review of Engineering and Advanced Engineering Mathematics by K.A. Stroud. It's a great book covering calculus (derivatives, differentiation and integrals integration), differential equations, linear algebra, vectors, matrices, algebra, precalculus and many other topics. It contains many examples and tutorials giving step by step guides on how to do maths. You can buy it from Amazon https://amzn.to/2CD5FXT (affiliate link)
Views: 9712 Python Programmer
This incredible LIFEHACK will change the way you see failure FOREVER!
Don't let failure stop you learning. In fact, use failure to be a better learner. Keep failing! ►Subscribe to my YouTube Channel http://bit.ly/2LCdOy1
Views: 7632 Python Programmer
How to save a figure in matplotlib: python tutorial savefig()
Here we have a short tutorial showing how to save a figure in matplotlib using the savefig() function. I hope it's useful. My Python Course - https://www.youtube.com/watch?v=Aah3TmR-dHc&list=PLtb2Lf-cJ_AWhtJE6Rb5oWf02RC2qVU-J
Views: 8258 Python Programmer
My 5 favourite Coursera Courses for Python, Data Science and Machine Learning
These are my 5 favourite Coursera courses for learning python, data science and Machine Learning
Views: 43845 Python Programmer
What is Data Science?
What is Data Science? Here I give a high level overview of data science. What it is, why it is done, how it is done and why you might be interested in doing data science This video is sponsored by Coursera ►Check out Coursera: http://go.thoughtleaders.io/821620181129 ►How to become a Data Scientist https://youtu.be/jMvhFNGGT_0 ►Subscribe to my YouTube Channel https://goo.gl/Gewrvj
Views: 5645 Python Programmer