PYTHON FOR DATA SCIENCE AND MACHINE LEARNING BOOTCAMP 2020 :

WHAT WILL I LEARN?

USE PYTHON FOR DATA SCIENCE AND MACHINE LEARNING

USE SPARK FOR BIG DATA ANALYSIS

IMPLEMENT MACHINE LEARNING ALGORITHMS

LEARN TO USE NUMPY FOR NUMERICAL DATA

LEARN TO USE PANDAS FOR DATA ANALYSIS

LEARN TO USE MATPLOTLIB FOR PYTHON PLOTTING

LEARN TO USE SEABORN FOR STATISTICAL PLOTS

USE PLOTLY FOR INTERACTIVE DYNAMIC VISUALIZATIONS

USE SCIKIT-LEARN FOR MACHINE LEARNING TASKS

K-MEANS CLUSTERING

LOGISTIC REGRESSION

LINEAR REGRESSION

RANDOM FOREST AND DECISION TREES

NATURAL LANGUAGE PROCESSING AND SPAM FILTERS

NEURAL NETWORKS

SUPPORT VECTOR MACHINES

REQUIREMENTS

SOME PROGRAMMING EXPERIENCE

ADMIN PERMISSIONS TO DOWNLOAD FILES

DESCRIPTION

ARE YOU READY TO START YOUR PATH TO BECOMING A DATA SCIENTIST!

THIS COMPREHENSIVE COURSE WILL BE YOUR GUIDE TO LEARNING HOW TO USE THE POWER OF PYTHON TO ANALYZE DATA, CREATE BEAUTIFUL VISUALIZATIONS, AND USE POWERFUL MACHINE LEARNING ALGORITHMS!

DATA SCIENTIST HAS BEEN RANKED THE NUMBER ONE JOB ON GLASSDOOR AND THE AVERAGE SALARY OF A DATA SCIENTIST IS OVER $120,000 IN THE UNITED STATES ACCORDING TO INDEED! DATA SCIENCE IS A REWARDING CAREER THAT ALLOWS YOU TO SOLVE SOME OF THE WORLD’S MOST INTERESTING PROBLEMS!

THIS COURSE IS DESIGNED FOR BOTH BEGINNERS WITH SOME PROGRAMMING EXPERIENCE OR EXPERIENCED DEVELOPERS LOOKING TO MAKE THE JUMP TO DATA SCIENCE!

THIS COMPREHENSIVE COURSE IS COMPARABLE TO OTHER DATA SCIENCE BOOTCAMPS THAT USUALLY COST THOUSANDS OF DOLLARS, BUT NOW YOU CAN LEARN ALL THAT INFORMATION AT A FRACTION OF THE COST! WITH OVER 100 HD VIDEO LECTURES AND DETAILED CODE NOTEBOOKS FOR EVERY LECTURE THIS IS ONE OF THE MOST COMPREHENSIVE COURSE FOR DATA SCIENCE AND MACHINE LEARNING ON UDEMY!

WE’LL TEACH YOU HOW TO PROGRAM WITH PYTHON, HOW TO CREATE AMAZING DATA VISUALIZATIONS, AND HOW TO USE MACHINE LEARNING WITH PYTHON! HERE A JUST A FEW OF THE TOPICS WE WILL BE LEARNING:

PROGRAMMING WITH PYTHON

NUMPY WITH PYTHON

USING PANDAS DATA FRAMES TO SOLVE COMPLEX TASKS

USE PANDAS TO HANDLE EXCEL FILES

WEB SCRAPING WITH PYTHON

CONNECT PYTHON TO SQL

USE MATPLOTLIB AND SEABORN FOR DATA VISUALIZATIONS

USE PLOTLY FOR INTERACTIVE VISUALIZATIONS

MACHINE LEARNING WITH SCIKIT LEARN, INCLUDING:

LINEAR REGRESSION

K NEAREST NEIGHBORS

K MEANS CLUSTERING

DECISION TREES

RANDOM FORESTS

NATURAL LANGUAGE PROCESSING

NEURAL NETS AND DEEP LEARNING

SUPPORT VECTOR MACHINES

AND MUCH, MUCH MORE!

SIZE: 3.78 GB