Epython Lab

Why we choice Python ? Well, Python is the library with the most complete set of Neural Network library . I will use Keras. Keras is a higher-level abstraction for the popular neural network library, Tensorflow. Because of the high level of abstraction, you don’t have to build a low-level Linear Algorithm and Multivariate Calculus by yourself.

NEURAL NETWORK A neural network is a network or circuit of neurons,or in a modern sense, an artificial neural network, composed of artificial neurons or nodes. This a neural network is either a biological neutral network, mafe up of real biological neurons or an artificial neural network for solving Artificial Intelligence problems. The connections of the biological neurons are modelled as weight. A positive weight reflects and extraordinary collection, while negative values means inhibitory connections. All inputs are modified by weight and summed. This activity is referred to as a linear combination. Finally and activation function control ls the Amplitude of the output. For example and acceptable range of output is usually between 0 and 1, or it could be -1 and 1.

#CODE_CHALLENGE #PYTHON_LIST #LOOPS #FUNCTIONS 1. Write a function called delete_starting_evens() that has a parameter named lst. The function should remove elements from the front of lst until the front of the list is not even. The function should then return lst. For example if lst started as [4, 8, 10, 11, 12, 15], then delete_starting_evens(lst) should return [11, 12, 15]. Make sure your function works even if every element in the list is even! POST YOUR SOLUTION @Pydiscussion

One more #question_by_another_user #Q: "What is the d/nce b/n Machine learning and Data science ...?"

#Question_by_user Q: "Can somebody help me in putting list in CSV file in Python" #Solution # first create a list with items you would like to save a csv file big_list = [{'name': 'Fredrick Stein', 'userid': 6712359021, 'is_admin': False}, {'name': 'Wiltmore Denis', 'userid': 2525942, 'is_admin': False}, {'name': 'Greely Plonk', 'userid': 15890235, 'is_admin': False}, {'name': 'Dendris Stulo', 'userid': 572189563, 'is_admin': True}] # import csv module import csv # create afile with open function with a temporary file name output.csv with open('output.csv', 'w') as output_csv: # create a list of headers fields = ['name', 'userid', 'is_admin'] # write the output using dictionary writter function output_writer = csv.DictWriter(output_csv, fieldnames=fields) # write the headers output_writer.writeheader() # create for loop which iterate each list and write a row for item in big_list: output_writer.writerow(item)

#TIP #help_function Python has many more functions, and defining your own functions is a big part of python programming. The help() function is possibly the most important Python function you can learn. If you can remember how to use help(), you hold the key to understanding most other function. Here is an example: help(round)

Top 5. Still you have time to wine. 🥇 @Reset19 – 5 (53.1 sec) 🥈 @being_me1 – 5 (1 min 33 sec) 🥉 @PrisWen – 5 (1 min 42 sec) 4. ㅤㅤㅤㅤ ㅤ – 5 (1 min 45 sec)

You can share your questions, thoughts and experiences. You can also answer for questions asked by others. @pyDiscussion

One of the users asked the question " Why does python so popular? " I think the following will answer your question. Others also add one more answer to support his question via @Epythonlabbot https://telegra.ph/12-Reasons-you-should-learn-Python-11-25

🎲 Quiz 'Python' This quiz is introducing the basic python for beginners. 🖊 6 questions · ⏱ 3 min

#Python #Tools Most usefully Python tools #web Developers -Django -Bottle -CherryPy -Pyramid -TurboGears #Game Developers -Pygame -Pyglet -PyOpenGl -Arcade -Panda3D #Gui Developers -Kivy -Tkinter -WxPython -PyGUI -PySide #Machine Learning -TensorFlow -keras -Theano -Scikit-learn -PyTorch #Data Science -NumPy -Pandas -SciPy -IPython -Plotly #Image processing -Opencv -Mahotas -SimpleTK -Pillow -Scikit-Image #Web scraping -Requests -Beautiful Soup -Selenium -Lxml -ScraPy #Authomation Testing -Splinter -RoBot -Behave -PyUnit -Pytest

#Python #List A list is a common Python datatype that is ordered and changeable. It allows duplicate values. Creating a list is as simple as putting different comma-separated values between square brackets:

animals = ["Cow", "Ox", "Got"]

A python list is very important especially for data science and Machine learning because the data of datasets are organized in a list form. We can further investigate the future predictions based on the list of data.