Complete Machine Learning & Data Science Bootcamp 2021

Learn Data Science, Data Analysis, Machine Learning (Artificial Intelligence), and Python with Tensorflow, Pandas & more!

What you’ll learn

  • Become a Data Scientist and get hired
  • Master Machine Learning and use it on the job
  • Deep Learning, Transfer Learning and Neural Networks using the latest Tensorflow 2.0
  • Use modern tools that big tech companies like Google, Apple, Amazon and Facebook use
  • Present Data Science projects to management and stakeholders
  • Learn which Machine Learning model to choose for each type of problem
  • Real-life case studies and projects to understand how things are done in the real world
  • Learn best practices when it comes to Data Science Workflow
  • Implement Machine Learning algorithms
  • Learn how to program in Python using the latest Python 3
  • How to improve your Machine Learning Models
  • Learn to pre-process data, clean data, and analyze large data.
  • Build a portfolio of work to have on your resume
  • Developer Environment setup for Data Science and Machine Learning
  • Supervised and Unsupervised Learning
  • Machine Learning on Time Series data
  • Explore large datasets using data visualization tools like Matplotlib and Seaborn
  • Explore large datasets and wrangle data using Pandas
  • Learn NumPy and how it is used in Machine Learning
  • A portfolio of Data Science and Machine Learning projects to apply for jobs in the industry with all code and notebooks provided
  • Learn to use the popular library Scikit-learn in your projects
  • Learn about Data Engineering and how tools like Hadoop, Spark, and Kafka are used in the industry
  • Learn to perform Classification and Regression modeling
  • Learn how to apply Transfer Learning


  • No prior experience is needed (not even Math and Statistics). We start from the very basics.
  • A computer (Linux/Windows/Mac) with an internet connection.
  • Two paths for those that know programming and those that don’t.
  • All tools used in this Complete Machine Learning & Data Science Bootcamp 2021 course are free for you to use.


This is a brand new Machine Learning and Data Science course that was launched this month and updated to reflect the latest trends and skills for the year 2021! Get certified as a Data Scientist and Machine Learning Engineer! Learn from an online community of 400,000+ engineers in a course taught by industry experts who have actually worked for large companies in Silicon Valley and Toronto. Graduating students from Andrei’s Complete Machine Learning & Data Science Bootcamp 2021 courses are now working at Google, Tesla, Amazon, Apple, IBM, JP Morgan, Facebook, + other top tech companies. You will master your skills from scratch!

With the most modern, up-to-date Data Science course on Udemy (we have the latest Python version, Tensorflow 2.0, and other libraries), you’ll learn Data Science from scratch, get hired, and have fun along the way. The emphasis in this Complete Machine Learning & Data Science Bootcamp 2021 course is on efficiency: never again waste time on confusing, out-of-date, incomplete Machine Learning tutorials. The course we are proposing is, in our opinion, the most comprehensive and current course on the subject wherever it is found (bold statement, we know).

Our comprehensive and project-based Complete Machine Learning & Data Science Bootcamp 2021 course will introduce you to all of the modern skills of a Data Scientist, and along the way, we’ll build many real-world projects for you to add to your portfolio. You will have access to all the code, workbooks, and templates (Jupyter Notebooks) on Github so you can add them to your portfolio right away! In our opinion, this Complete Machine Learning & Data Science Bootcamp 2021 course solves the biggest challenge in entering Data Science and Machine Learning in one place: having all the necessary resources at your fingertips and being able to learn trends and skills that employers want.

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A large part of the curriculum will be hands-on as we teach you in-depth about becoming a professional Machine Learning and Data Scientist. The Complete Machine Learning & Data Science Bootcamp 2021 course covers two tracks. If you already know to program, you can skip the first section and dive right into Python from scratch. If you are totally new to Python, we teach you Python and how to use it for our projects from the very beginning. Don’t worry, once we go through the basics like Machine Learning 101 and Python, we then get going into advanced topics like Neural Networks, Deep Learning, and Transfer Learning so you can get real-life practice and be ready for the real world (We show you fully-fledged Data Science and Machine Learning projects and give you programming Resources and Cheatsheets)!
The topics covered in this course are:

– Data Exploration and Visualizations

– Neural Networks and Deep Learning

– Model Evaluation and Analysis

– Python 3

– Tensorflow 2.0

– Numpy

– Scikit-Learn

– Data Science and Machine Learning Projects and Workflows

– Data Visualization in Python with MatPlotLib and Seaborn

– Transfer Learning

– Image recognition and classification

– Train/Test and cross validation

– Supervised Learning: Classification, Regression and Time Series

– Decision Trees and Random Forests

– Ensemble Learning

– Hyperparameter Tuning

– Using Pandas Data Frames to solve complex tasks

– Use Pandas to handle CSV Files

– Deep Learning / Neural Networks with TensorFlow 2.0 and Keras

– Using Kaggle and entering Machine Learning competitions

– How to present your findings and impress your boss

– How to clean and prepare your data for analysis

– K Nearest Neighbours

– Support Vector Machines

– Regression analysis (Linear Regression/Polynomial Regression)

– How Hadoop, Apache Spark, Kafka, and Apache Flink are used

– Setting up your environment with Conda, MiniConda, and Jupyter Notebooks

– Using GPUs with Google Colab

By the end of this course, you will be able to get a job as a Data Scientist in a large company. We will use everything we have learned in this Complete Machine Learning & Data Science Bootcamp 2021 course to develop real-life projects like Heart Disease Detection, Bulldozer Price Predictor, Dog Breed Image Classifier, and many others. By the end of the course, you will have a stack of completed projects that can be shown off to others.

The truth is that most courses teach Data Science and do just that. They will show you how to get started. However, you don’t know what to do next or how to create your own projects. Or they may just provide a lot of code and complex mathematics on the screen, however, they do not really attempt to explain things well enough for you to solve real-life machine learning problems on your own.

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Whether you’re new to programming, looking to improve your Data Science skills, or coming from another industry, this course is for you. This Complete Machine Learning & Data Science Bootcamp 2021 course is not about making you just code along without understanding the principles, so you don’t know what to do after you finish the course other than watching more tutorials. No! During this course, you will learn to build your Data Science skills and move on to a stage where you can support your own workflows, without asking Daniel and Andrei any more questions.

There are numerous applications for Machine Learning in Business Marketing and Finance, Healthcare, Cybersecurity, Retail, Transportation, Agriculture, the Internet of Things, gaming and entertainment, patient diagnosis, fraud detection, anomaly detection in manufacturing, government agencies, academia and research, recommendation systems, and so much more. In this Complete Machine Learning & Data Science Bootcamp 2021 course, you’ll learn a variety of new skills that are going to be valuable in your career.

You hear statements like Artificial Neural Network, or Artificial Intelligence (AI), and by the end of this Complete Machine Learning & Data Science Bootcamp 2021 course, you will finally understand what these mean!

Click “Enroll Now” and join others in our community to get a leg up in the industry, and learn Data Scientist and Machine Learning. We guarantee this is better than any bootcamp or online course out there on the topic. See you inside the course!

Taught By:

Daniel Bourke:
A self-taught Machine Learning Engineer who lives on the internet with an uncurable desire to take long walks and fill up blank pages.

My experience in machine learning comes from working at one of Australia’s fastest-growing artificial intelligence agencies, Max Kelsen.

I’ve worked on machine learning and data problems across a wide range of industries including healthcare, eCommerce, finance, retail and more.

Building a machine learning model to interpret doctor’s notes for one of Australia’s leading medical research facilities and building a natural language model to assess insurance claims for one of Australia’s largest insurance groups are two of my favourite projects.

Due to the performance of the natural language model (a model which reads insurance claims and decides which party is at fault), the insurance company were able to reduce their daily assessment load by up to 2,500 claims.

My long-term goal is to combine my knowledge of machine learning and my background in nutrition to work towards answering the question “what should I eat?”.

Aside from building machine learning models on my own, I love writing about and making videos on the process. My articles and videos on machine learning on Medium, personal blog and YouTube have collectively received over 5-million views.

I love nothing more than a complicated topic explained in an entertaining and educative matter. I know what it’s like to try and learn a new topic, online and on your own. So I pour my soul into making sure my creations are accessible as possible.

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My modus operandi (a fancy term for my way of doing things) is learning to create and creating to learn. If you know the Japanese word for this concept, please let me know.

Questions are always welcome.


Andrei Neagoie:
Andrei is the instructor of the highest rated Development courses on Udemy as well as one of the fastest growing. His graduates have moved on to work for some of the biggest tech companies around the world like Apple, Google, Amazon, JP Morgan, IBM, UNIQLO etc… He has been working as a senior software developer in Silicon Valley and Toronto for many years, and is now taking all that he has learned, to teach programming skills and to help you discover the amazing career opportunities that being a developer allows in life. 

Having been self-taught, he is well aware that there are a great number of online courses, tutorials, and books that oversimplify and make it difficult to find the right information. It’s no secret that most people don’t know when to start learning a complex subject matter, or worse, most people don’t have more than $25,000 to spend on Coding Bootcamps. It is important for all people to have access to programming skills. The educational material should expose students to real-world skills that are current, and they should not waste valuable learning time.   From working at Fortune 500 companies, tech startups, and even founding his own business, he is now dedicating his time to teaching others valuable software development skills so they can take control of their lives and work in an exciting industry with infinite possibilities. 

Andrei guarantees that no other Complete Machine Learning & Data Science Bootcamp 2021 courses are as comprehensive and as well explained as his. He believes that the foundation and the roots of the tree must be developed first if you are going to learn anything worthwhile. Then, and only then, will you be able to find connections and specific skills attached to the foundation? The learning process becomes exponential when structured like this. 

Taking his experience in educational psychology and coding, Andrei’s courses will take you on an understanding of complex subjects that you never thought would be possible.  

See you inside the Complete Machine Learning & Data Science Bootcamp 2021 course!

Who this course is for:

  • Anyone with zero experience (or beginner/junior) who wants to learn Machine Learning, Data Science and Python
  • You are a programmer that wants to extend their skills into Data Science and Machine Learning to make yourself more valuable
  • Anyone who wants to learn these topics from industry experts that don’t only teach, but have actually worked in the field
  • You’re looking for one single course to teach you about Machine learning and Data Science and get you caught up to speed with the industry
  • You want to learn the fundamentals and be able to truly understand the topics instead of just watching somebody code on your screen for hours without really “getting it”
  • You want to learn to use Deep Learning and Neural Networks with your projects
  • You want to add value to your own business or company you work for, by using powerful Machine Learning tools.

Created by Andrei Neagoie, Daniel Bourke
Last updated 5/2021
Size: 19.67 GB

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The author(s) of this course invested a lot of time and effort in creating it. Please consider purchasing the course from the original author(s) if your budget permits. Your purchase motivates the author(s) to keep the course up-to-date and to provide support. The course also includes a certificate of completion. Thank you

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