[100% OFF] FUNDAMENTALS OF DATA SCIENCE & MACHINE LEARNING WITH PYTHON

Learn Data Science, Probability & Statistics, Python, Data Gathering & Cleaning, Machine Learning & Data Visualization

What you'll learn

Become a well round Data Scientist
Python Programming for Data Science
Complete working flow of Data Science project
Role of Data Scientist in Today's World
How to apply Probability concepts to Solve real life problems
Collecting Data from API (Application Programming Interface)
Collecting Data from JSON
Collecting Data from Local file, and CSV and Excel
Learn different techniques to clean the data
Probability for Data Science - Probability definition, Random Variables, Probability Distribution, Bayes' Theorem
Discrete and Continuous Probability Distribution
Basic Statistical Concepts for Data Science
Learn about Collections in Python
What is Machine Learning and its types
Machine Learning Models - Simple and Multiple Linear Regression, Advance Linear Regression, Decision Tree, SVM, K-means Clustering
Supervised and Unsupervised machine learning models
Learn to use the popular library Scikit-learn in your projects
Learn to perform Classification and Regression modelling
Probability Distributions - Binomial Distribution, Normal Distribution and Poisson Distribution
Statistical Concepts - Mean, Mode, Median and Standard Deviation
Data Visualization

Requirements

IMPORTANT - You should be enthusiastic to learn Data Science
Be able to understand English
Basic knowledge of Computers
Rest everything leave it to us, we will take you from novice to expert!

Description

If I will tell the scope and future of data science in the World is very high and Data Scientist is the most in-demand profession today, I am sure you won’t trust. What if a great leader says so. According to Tim Berners Lee, the inventor of the World Wide Web–

"Data is a Precious Thing and will Last Longer than the Systems themselves."

Also, Vinod Khosla, an American Billionaire Businessman and Co-founder of Sun Microsystems declared –

"In the next 10 years, Data Science and Software will do more for Medicines than all of the Biological Sciences together."

By the above two statements, it is clear that data proliferation will never end and because of that, the use of data related technologies like Data Science and Big Data is increasing day by day. 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!

Data science is a multidisciplinary field. It encompasses a wide range of topics. So Data scientist also needs to be multidisciplinary

Understanding of the data science field and the type of analysis carried out based on project objectives

Mathematics

Statistics and Probability

Python

Applying advanced statistical techniques in Python

Data Visualization

Machine Learning

WHY SHOULD I ENROLL FOR THIS COURSE?

In this course, we will start right from the basics like what is Data Science? Most of the people are often confused when they are asked - “WHAT IS DATA SCIENCE?” The most common reply is - “UM, MACHINE LEARNING. ” Well, Machine Learning is a part of Data science domain but it doesn’t mean that machine learning is the synonym of data science.