Happy Wednesday friends 👋🏼 What advice would you give someone that just started coding? ...
If you could work with only one programming language for the rest of your life, which one would it be? ⠀
I would choose Python, mostly because with it I can analyze data as well as create ML algorithms for automatization. ...
It is all about Time Management!!! ⠀
So today I am working on an NLP project using LSTM and GRU, and I have found myself being terribly distracted by social media or other chores I had to finish before a set deadline.⠀
Losing focus and being distracted is very common. So here are a few tips for time management I found useful:⠀
• Assign time limits to tasks⠀
• Create a daily schedule⠀
• Avoid the urge to multitask⠀
• Figure out what is taking up so much of your time ⠀
• Try the Pomodoro technique ⠀
Do you have any other tips you would like to share? ⠀
Top 10 Python Libraries to Know to Become a Data Scientist⠀
Looking to becoming a data scientist?⠀
Start with learning these 10 Python libraries:⠀
1. Pandas - https://pandas.pydata.org/⠀
2. NumPy - http://www.numpy.org/⠀
3. SciPy - https://lnkd.in/gvzvTuJ⠀
4. Scikit-learn - https://lnkd.in/gp5NtTV⠀
5. Statsmodels - https://lnkd.in/giqRebt⠀
6. Spacy - https://spacy.io/⠀
7. seaborn - https://lnkd.in/gCVzV_8⠀
8. Matplotlib - https://matplotlib.org/⠀
9. Tensorflow - https://lnkd.in/gN9szPQ⠀
10. Keras - https://keras.io/⠀
And then check these out next:⠀
Plotly - https://plot.ly/⠀
NLTK - https://www.nltk.org/⠀
Gensim - https://radimrehurek.com/gensim/⠀
Pytorch - https://pytorch.org/⠀
👉 A great way to start is simply by reading the documentation.⠀
And make sure to check out the amazing scikit-learn tutorials here: https://scikit-learn.org/stable/tutorial/index.html⠀
👆 Master the above libraries and you'll have the right tools in your tool belt to do data science with Python.⠀
And if you're learning your first programming language to become a data scientist... start with Python, trust me :) ...
Great book to deep dive on the machine learning algorithms.⠀
Don't miss this one if you want to move to senior data science roles, it's required reading.⠀
Fortunately, it's free too.⠀
Grab the PDF here -> http://dsdj.co/esl-book⠀
What machine learning books are your favorites?⠀
Let me know in the comments below! 👇 ...
📈 A paper published by Google researchers and presented at RecSys 2019 (Copenhagen, Denmark), insight was provided in how their video platform Youtube recommends which videos to watch. When users are watching videos on Youtube, a list of recommended videos are displayed which the user might like in a certain order.
The paper focuses on two objectives:
1. Different objectives need to be optimised; the exact objective function is not defined but the objective is split in engagement objectives (clicks, time spend) and satisfaction objectives (likes, dismissals).
2. Reduce selection bias that is implicitly introduced by the system as users are, as a result of the position, more likely to click on the first recommendation, even though lower placed videos might yield higher engagement and satisfaction.
More on: KDNuggets. https://www.kdnuggets.com/2019/10/youtube-recommending-next-video.html
Follow us (@aiconcept ) for all the latest updates, news and research in the fields of Artificial Intelligence and Machine Learning. 📊
Happy Thursday friends 👋🏼 Let’s do a Q&A here today. Please drop your questions below 👇🏼 ...
Description of #ebook Simulation Model Mechanism Of the Universe:
Our simulated reality and the scientific principles of the theoretical framework of the simulation model itself are presented in the book. If you ever wondered who you are, where you are, what you are, why you are here, what is the meaning of life, no mistake about it you came to the right place to find out! Maybe the idea “Simulated universe” sounds extraordinary but if you investigate further the facts and essence of the subject eventually you will discover the truth.
Quantum physics has determined that all atoms in the universe are predominantly empty space and mass-less, with no identity or location and without interference of the Higgs mass-generating mechanism the universe is almost entirely empty space and its energy is zero. Hence, the space-time continuum and geometry are non-existent on the fundamental level in base reality.
The simulated reality of an empty universe, which doesn’t contain any energy or mass, and comes into existence from the manipulation mechanism of the Higgs field is a realistic possibility. Even space-time geometry which results from presence of mass-energy is under a big question mark, because for a fact it is empty.
Our creator is getting impatient all is “spelled” out but why modern science is not yet establishing the Intelligent design as a legitimate scientific theory?
The book conceptually is in the spirit of Albert Einstein: “Everything should be made as simple as possible, but not simpler.” About the author:
The pseudonym “Dr. Amschel” is used to hide identity of the author and to offer a clear-cut separation between his private and professional life.
Link for download:
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That Student Life @2015 - the only reason why people hold on to memories is because memories are the only thing that don’t change when everything else does. Pc @mujtaba_sheikh_ ...
Three critical points to advance your analytics practice:
1. Get buy-in from leadership
2. Ensure you contribute to the strategy
3. Have a team that can demonstrate tangible output
Find the full video at http://gdd.li/studio-data
One of the best books to read if you're just starting out with data science, regardless of your background.⠀
Not only will this one help you learn the basic concepts and skills, but it will also give critical CONTEXT to data science techniques so that you understand how to use them to solve real business problems.⠀
Check it out.⠀ ...