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Python & Data Science: Data Science with Real Life Problems

person icon Datai Team Academy

Python & Data Science: Data Science with Real Life Problems

Learn Data Science like a Professional and Build the Essentials to Learn Artificial Intelligence with Python 2021

updated on icon Updated on Sep, 2023

language icon Language - English

person icon Datai Team Academy

architecture icon Development,Python,Data Science

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Course Description

We will learn the Python language infrastructure and Data Science required to learn our ultimate goal, Artificial Intelligence algorithms.

PYTHON PART DESCRIPTION

  • Python Introduction

  • Python Basics

  • Object Oriented Programming (OOP)  

  • Dealing with Programming Errors  

  • Numpy Library

  • Pandas Library

  • Matplotlib Library

DATA SCIENCE PART DESCRIPTION

  • Data Science Introduction

  • Kaggle and Data Science

  • Introduction to Python

  • Python Data Science Tool Box

  • Cleaning Data

  • Pandas Foundation

  • Manipulating Data Frames with Pandas

  • Titanic Project

WHY PYTHON?

  • According to 2020 IEEE research, Python is one of the most used and preferred programming languages worldwide.

  • Python is the first choice of newcomers to coding thanks to its easy learning.

  • Python is open source, supported by the world's largest companies such as Facebook or Google.

  • When it comes to data science, machine learning or artificial intelligence, Python language comes to mind first. This causes Python to have a large worldwide audience.

  • In terms of professional career, Python is one of the languages with the most opportunities.

WHY DATA SCIENCE?

  • Helping people make faster and more effective decisions.

  • Demand and job opportunities for data scientists with the increase of data.

  • Start-up opportunities.

  • Decision making ability.

THE OPPORTUNITIES YOU WILL HAVE WITH THIS COURSE

  • Coding ability from scratch: We will code together.

  • Codes and Templates: You can download every Python template and code we have created in the course. Thanks to this code and template, you create the infrastructure for the applications and projects that you will make later.

  • Theory and Logic: We not only tell you how to write code, but also the logic and theory behind the code we write, and why we write such a code.

WHO WE ARE: DATAI TEAM ACADEMY

DATAI TEAM is a team of Python Programmers and Data Scientists.

Goals

What will you learn in this course:

  • Go from a total beginner to a confident Python programmer
  • You can write "Advanced in Python for Artificial Intelligence" with peace of mind in your CV
  • It will be easier for you to adapt to other languages after learning Python
  • Acquire the pre-requisite Python skills to move into specific branches - Machine Learning, Data Science and Artificial Intelligence
  • You will learn the Numpy, Pandas and Matplotlib libraries which are the basic data science libraries.
  • Learn Python and Data Science from experienced professional software developers.
  • Use Python for Data Science
  • Learn to use Pandas for Data Analysis
  • Broadcast Data Science Project to the World
  • Share Projects on Kaggle

Prerequisites

What are the prerequisites for this course?

  • No prior knowledge of Python programming is required
  • It is enough to have a computer with internet connection
Python & Data Science: Data Science with Real Life Problems

Curriculum

Check out the detailed breakdown of what’s inside the course

Introduction
4 Lectures
  • play icon Python Introduction 02:06 02:06
  • play icon Python Installation 02:28 02:28
  • play icon Datai Team Github and Resources 01:00 01:00
  • play icon Optional: Google Colab 01:12 01:12
Python Basics
16 Lectures
Tutorialspoint
Object Oriented Programming
3 Lectures
Tutorialspoint
Dealing with Programming Errors
3 Lectures
Tutorialspoint
Numpy
6 Lectures
Tutorialspoint
Pandas
7 Lectures
Tutorialspoint
Visualization with Matplotlib
6 Lectures
Tutorialspoint
Python Conclusion
1 Lectures
Tutorialspoint
Data Science Introduction
1 Lectures
Tutorialspoint
Kaggle and Data Science
5 Lectures
Tutorialspoint
Introduction to Data Science
5 Lectures
Tutorialspoint
Python Data Science Tool Box
3 Lectures
Tutorialspoint
Cleaning Data
6 Lectures
Tutorialspoint
Pandas Foundation
2 Lectures
Tutorialspoint
Manipulating Data Frames with Pandas
2 Lectures
Tutorialspoint
Titanic Project
9 Lectures
Tutorialspoint
Data Science Conclusion
1 Lectures
Tutorialspoint

Instructor Details

Datai Team Academy

Datai Team Academy

Artificial Intelligence & Data Science

Artificial Intelligence & Data Science

We combine the lessons that we have prepared with our interest and expertise on Python, Data Science, Machine Learning, Deep Learning and Artificial Intelligence with real life examples. In addition, we encourage you to share your work with the world to extend the knowledge you have learned beyond the basic level.

Thanks to our success on the Kaggle platform, a subsidiary of Google, we teach you professional and world class quality certified lessons.

Add the courses you need to your library now and let's get started!

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