DEV Community: Bhumi lad

roadmap of machine learning

Bhumi lad — Sat, 03 Apr 2021 06:16:40 +0000

I am here for you ..so guys are you ready?

steps how to become a machine learning programmer:

1.suitable language for machine learning:-
-Python is a simple and easy-to-learn language. less step of code gives you amazing output. so you can prefer this language.
-I suggest the best course ...you can follow it.
https://www.youtube.com/watch?v=aqvDTCpNRek&list=PLu0W_9lII9agICnT8t4iYVSZ3eykIAOME

2.mathematics is required:-
-Linear Algebra
-Optimization Theory
-Probability and Statistics
-Signal Processing

3.you must know how to use a python library:-
-NumPy
-scipy
-pandas
-matplotlib
-seaborn

4.TensorFlow library:
-TensorFlow is a free and open-source software library for machine learning. It can be used across a range of tasks but has a particular focus on training and inference of deep neural networks

the best course for ML. I personally recommend:
-Coursera
-udemy
-youtube

how to create a word cloud in python?

Bhumi lad — Mon, 21 Dec 2020 10:33:43 +0000

if you don't have python.
download on below link:
python(https://www.python.org/downloads/)

and if you have then

start word cloud

before starting the code, we have to install a module.
pip install wordcloud
or
conda install wordcloud

we need some libraries-
pip install matplotlib
pip install numpy

start creating wordcloud

so, we are imported modules and libraries...
and STOPWORDS is using to remove stopwords in the cloud, stop wards like is, are, HTTP etc.

we have to open a txt file in reading mode and set STOPWORD by creating variables.
you can create txt file by own in notepad.

you can download spyider pic using this link:
(https://www.google.com/url?sa=i&url=https%3A%2F%2Fwww.kissclipart.com%2Fspider-black-and-white-widow-spider-arachnid-line-8wkqnf%2F&psig=AOvVaw21JbV148DVgwKPNtOBXZt5&ust=1608631393595000&source=images&cd=vfe&ved=0CAIQjRxqFwoTCNCEn9bp3u0CFQAAAAAdAAAAABAO)

Using a mask you can generate wordclouds in arbitrary shapes.so we take custom mask.you change background and word size. and generate text.

you must know about matplotlib library. if you don't know how it's work then click on this link :(https://matplotlib.org/3.3.3/contents.html#)
you can change figure size and if you have to save this wordcloud on your pc then save plt.savefig(text='MY wordcloud').you can use another name to save the image...

if you like this post like share and comment. Share your feedback, please
thank you

why do we learn python?

Bhumi lad — Fri, 18 Dec 2020 10:31:59 +0000

why do we learn python?

-python is one of the most popular languages for programming.
-it's easy to understand as compared to other languages
-less code
-different module in python
like; for creating GUI Tkinter, for gaming pygame, etc.