Oak Academy

Python and Data Science from Scratch With RealLife Exercises

  • Learn Data Science with Python programming. Use NumPy, Pandas, Matplotlib and dive in Data Science with Python Examples
  • Oak Academy
  • Instructor : Oak Academy
  • Category : Development
Python and Data Science from Scratch With RealLife Exercises

Python and Data Science from Scratch With RealLife Exercises

Learn Data Science with Python programming. Use NumPy, Pandas, Matplotlib and dive in Data Science with Python Examples

  • Description
  • Curriculum
  • Instructors
  • Reviews

Course Details

Welcome to my "Python and Data Science from Scratch With Real Life Exercises" course.

Do you know data science needs will create 11.5 million job openings by 2026?
Do you know the average salary is $100.000 for data science careers!


Data science experts are needed in almost every field, from government security to dating apps. Millions of businesses and government departments rely on big data to succeed and better serve their customers. So data science careers are in high demand.

  • If you want to learn one of the employer’s most request skills?

  • If you are curious about Data Science and looking to start your self-learning journey into the world of data with Python?

  • If you are an experienced developer and looking for a landing in Data Science!

In all cases, you are at the right place!

We've designed for you "Python and Data Science from Scratch With Real Life Exercises!” a straight-forward course for the Python programming language.

In the course, you will have a down-to-earth way explanations with hands-on projects. With this course, you will learn Python Programming step-by-step. I made Python 3 programming simple and easy with exercises, challenges, and lots of real-life examples.

We will open the door of the Data Science world and will move deeper.  You will learn the fundamentals of Python and its beautiful libraries such as Numpy, Pandas, and Matplotlib step by step.

Throughout the course, we will teach you how to use the Python to analyze data, create beautiful visualizations, and use powerful machine learning algorithms and we will also do a variety of exercises to reinforce what we have learned in this Python for Data Science course.

This Python and Data Science course is for everyone!

My "Python and Data Science from Scratch With Real Life Exercises!"  is for everyone! If you don’t have any previous experience, not a problem!  This course is expertly designed to teach everyone from complete beginners, right through to professionals ( as a refresher).   

Why Python?

Python is a general-purpose, high-level and multi-purpose programming language. The best thing about the Python is, it supports a lot of today’s technology including vast libraries for twitter, data mining, scientific calculations, designing, back-end server for websites, engineering simulations, artificial learning, augmented reality and what not! Also, it supports all kinds of App development.  

No prior knowledge is needed!

Python doesn't need any prior knowledge to learn it and the Python code is easy to understand for the beginners.

What you will learn?

In this course, we will start from the very beginning and go all the way to programming with hands-on examples . We will first learn how to set up a lab and install needed software on your machine.  Then during the course, you will learn the fundamentals of Python development like

  • Variables, Data types, Numbers, Strings

  • Conditionals and Loops

  • Functions and modules

  • Lists, Dictionaries, and Tuples

  • File operations

  • Object-Oriented Programming

  • How to use Anaconda and Jupyter notebook,

  • Datatypes in Python,

  • Lots of datatype operators, methods and how to use them,

  • Conditional concept, if statements

  • The logic of Loops and control statements

  • Functions and how to use them

  • How to use modules and create your own modules

  • Data science and Data literacy concepts

  • Fundamentals of Numpy for Data manipulation such as

  • Numpy arrays and their features

  • How to do indexing and slicing on Arrays

  • Lots of stuff about Pandas for data manipulation such as

  • Pandas series and their features

  • Dataframes and their features

  • Hierarchical indexing concept and theory

  • Groupby operations

  • The logic of Data Munging

  • How to deal effectively with missing data effectively

  • Combining the Data Frames

  • How to work with Dataset files

  • And also you will learn fundamentals thing about Matplotlib library such as

  • Pyplot, Pylab and Matplotlb concepts

  • What Figure, Subplot and Axes are

  • How to do figure and plot customization

With my up-to-date course, you will have a chance to keep yourself up-to-date and equip yourself with a range of  Python programming skills. I am also happy to tell you that I will be constantly available to support your learning and answer questions. 

Do not forget! Python has the second largest number of job postings relative to all other languages. So it will earn you a lot of money and will bring a great change in your resume. 

Why would you want to take this course? 

Our answer is simple: The quality of teaching.

When you enroll, you will feel the OAK Academy`s seasoned developers' expertise. 

Video and Audio Production Quality

All our videos are created/produced as high-quality video and audio to provide you the best learning experience.

You will be,

  • Seeing clearly

  • Hearing clearly

  • Moving through the course without distractions

You'll also get:

Lifetime Access to The Course

Fast & Friendly Support in the Q&A section

Udemy Certificate of Completion Ready for Download

We offer full support, answering any questions.

If you are ready to learn Python and Data Science from Scratch With Real Life Exercises cours
Dive in now!
See you in the course!



  • No prior data science, python, pandas, numpy knowledge is required
  • Free software and tools used during the python data science course
  • Basic computer knowledge for python, python data science, python pandas, numpy pandas
  • Desire to learn data science
  • Motivation to learn the second largest number of job postings relative python program language among all others
  • Curiosity for python programming
  • Desire to learn Python
  • Desire to work on data science Project
  • Desire to learn python data science, data science from scratch
  • Desire to learn python, pandas, numpy, numpy python
  • LIFETIME ACCESS, course updates, new content, anytime, anywhere, on any device
  • Nothing else! It’s just you, your computer and your ambition to get started today

What you will learn

  • Learn the skills for collecting, shaping, storing, managing, and analyzing data with Python
  • The rise of data science needs will create 11.5 million job openings by 2026
  • Learn In-Demand Data Science Careers
  • Learn to use Python professionally
  • Learn to use Python 3
  • Learn to use Object Oriented Programming
  • Free software and tools used during the course
  • You will be able to work with Python functions, namespaces and modules
  • Apply the Python knowledge you get from this course in coding exercises, real-life scenarios
  • Build a portfolio with your Python skills
  • Fundamentals of Pandas Library
  • Installation of Anaconda and how to use Anaconda
  • Using Jupyter notebook for Python, python data science
  • Numpy Arrays for Numpy python
  • Combining Dataframes, Data Munging and how to deal with Missing Data
  • How to use Matplotlib library and start to journey in Data Visualization
  • Whether you’re interested in machine learning, data mining, or data analysis, Udemy has a course for you.
  • OAK offers highly-rated data science courses that will help you learn how to visualize and respond to new data, as well as develop innovative new technologies
  • Python instructors on OAK Academy specialize in everything from software development to data analysis, and are known for their effective.
  • Python is a multi-paradigm language, which means that it supports many programming approaches. Along with procedural and functional programming styles
  • Data science is everywhere. Better data science practices are allowing corporations to cut unnecessary costs, automate computing, and analyze markets.
  • Data science is the key to getting ahead in a competitive global climate.
  • Data science uses algorithms to understand raw data. The main difference between data science and traditional data analysis is its focus on prediction.
  • Data Scientists use machine learning to discover hidden patterns in large amounts of raw data to shed light on real problems.
  • Data science requires lifelong learning, so you will never really finish learning.
  • Python is a popular language that is used across many industries and in many programming disciplines. DevOps engineers use Python to script website.
  • Python is a general programming language used widely across many industries and platforms. One common use of Python is scripting, which means automating tasks.
  • Python has a simple syntax that makes it an excellent programming language for a beginner to learn. To learn Python on your own, you first must become familiar
  • Python is a widely used, general-purpose programming language, but it has some limitations. Because Python is an interpreted, dynamically typed language
  • It is possible to learn data science on your own, as long as you stay focused and motivated. Luckily, there are a lot of online courses and boot camps available
  • Some people believe that it is possible to become a data scientist without knowing how to code, but others disagree.
  • A data scientist requires many skills. They need a strong understanding of statistical analysis and mathematics, which are essential pillars of data science.
  • The demand for data scientists is growing. We do not just have data scientists; we have data engineers, data administrators, and analytics managers.

Who should attend

  • Anyone who wants to start learning Python and Data Science
  • Anyone who plans a career as a Python developer
  • Anyone who needs a complete guide on how to start and continue their career with Python
  • Software developer who want to learn python data science
  • Anyone eager to learn Data Science python with no coding background
  • Anyone who plans a career in data scientist, python data science, numpy python
  • Anyone who wants to learn Pandas, numpy
  • Anyone who wants to learn Numpy
  • Anyone who wants to learn Matplotlib
  • Anyone who wants to work on real data science project
  • Anyone who wants to learn data visualization projects.
  • People who want to learn numpy pandas matplotlib, python programming for data science
Oak Academy

Oak Academy

Web & Mobile Development, IOS, Android, Ethical Hacking, IT

Hello, I'm OAK. 

By 2020 there will be a shortage of 1 million more tech jobs than computer science grads and the skills gap is a global problem. This was our starting point.

At OAK Academy, we are the tech experts have been in the sector for years and years. We are deeply rooted in the tech world. We know the tech industry. And we know the tech industry` biggest problem is  “tech skills gap” and here is our solution.

OAK Academy we will be the bridge to between the tech industry and people who

-are planning a new career

-are thinking career transformation

-want career shift or reinvention,

-the desire to learn new hobbies at their own pace

Because we know we can help this generation gain the skill to fill these jobs and enjoy happier, more fulfilling careers. And this is what motivates us every day.

We specialize in critical areas like cybersecurity, coding, IT, game development, app monetization, and mobile. Thanks to our practical alignment we are able to constantly translate industry insights into the most in-demand and up-to-date courses,

OAK Academy will provide you the information and support you need to move through your journey with confidence and ease.

Our courses are for everyone. Whether you are someone who has never programmed before, or an existing programmer seeking to learn another language or even someone looking to switch careers we are here.

OAK Academy here to transforms passionate, enthusiastic people to reach their dream job positions.

Students Feedback


Average Ratings

Nana Maryam Munagah

Advait Saraf

Nitin Nanda

önder Karagöz

exercises lead fancy learning, thanks!

Nihat Safarli

Cihat Furkan Eken

Mauricio Rojas Valdivia


İ recommend this amazing course...

Ali Kemal Uysal

Sultan Şen

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