Development

Complete Machine Learning and Data Science: Zero to Mastery

Learn Data Science, Data Analysis, Machine Learning (Artificial Intelligence) and Python with Tensorflow, Pandas & more by downloading the Complete Machine Learning and Data Science: Zero to Mastery udemy course.

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 modelling
  • Learn how to apply Transfer Learning

Requirements

  • 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 and Data Science: Zero to Mastery course are free for you to use.

Description

This is a brand new Machine Learning and Data Science course just released in 2020 and upgraded this month with the most recent trends and abilities! End up being a total Data Scientist and Machine Learning engineer! Sign up with a live online neighbourhood of 270,000+ engineers and a Complete Machine Learning and Data Science: Zero to Mastery course taught by industry professionals that have really worked for big business in places like Silicon Valley and Toronto. Graduates of Andrei’s courses are now operating at Google, Tesla, Amazon, Apple, IBM, JP Morgan, Facebook, + other leading tech business.

Learn Data Science and Machine Learning from scratch, get employed, and have a good time along the way with the most contemporary, current Data Science course on Udemy (we utilize the current variation of Python, Tensorflow 2.0 and other libraries). This Complete Machine Learning and Data Science: Zero to Mastery course is concentrated on effectiveness: never ever hang around on complicated, out of date, insufficient Machine Learning tutorials any longer. We are quite positive that this is the most thorough and modern-day course you will discover on the subject anywhere (strong declaration, we understand).

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This extensive and project-based course will present you to all of the modern-day abilities of a Data Scientist and along the way, we will build numerous real-life projects to contribute to your portfolio. You will get access to all the code, workbooks and templates (Jupyter Notebooks) on Github so that you can put them on your portfolio right now! Our company believe this Complete Machine Learning and Data Science: Zero to Mastery course fix the greatest difficulty to getting in the Data Science and Machine Learning field: having all the required resources in one location and finding out the current trends and on the job abilities that companies desire.

The curriculum is going to be extremely hands-on as we stroll you from start to finish of ending up being an expert Machine Learning and Data Science engineer. The Complete Machine Learning and Data Science: Zero to Mastery course covers 2 tracks. If you currently understand programming, you can dive right in and avoid the area where we teach you Python from scratch. If you are entirely brand-new, we take you from the really starting and in fact teach you Python and how to utilize it in the real-life for our projects. Do not fret, when we go through the fundamentals like Machine Learning 101 and Python, we then start into innovative subjects like Neural Networks, Deep Learning and Transfer Learning so you can get real practice and be ready for the real-life (We reveal you completely fledged Data Science and Machine Learning projects and offer you configuring Resources and Cheatsheets)!

The subjects 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 fix intricate tasks
  • Use Pandas to handle CSV Files
  • Deep Learning/ Neural Networks with TensorFlow 2.0 and Keras
  • Using Kaggle and getting in Machine Learning competitions
  • How to provide your findings and impress your employer
  • How to clean up 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 utilized.
  • Setting up your environment with Conda, MiniConda, and Jupyter Notebooks.
  • Using GPUs with Google Colab.

By the end of this Complete Machine Learning and Data Science: Zero to Mastery course, you will be a total Data Scientist that can get employed at a large business. We are going to utilize whatever we find out in the course to build expert real-life projects like Heart Disease Detection, Bulldozer Price Predictor, Dog Breed Image Classifier, and a lot more. By the end, you will have a stack of projects you have actually built that you can display to others.

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Here’s the fact: Most courses teach you Data Science and do just that. They reveal you how to get going. However the important things is, you do not understand where to go from there or how to build your own projects. Or they reveal you a great deal of code and complex mathematics on the screen, however they do not truly describe things all right for you to go off by yourself and resolve reality machine learning issues.

Whether you are brand-new to programming, or wish to level up your Data Science abilities, or are originating from various industry, this course is for you. This Complete Machine Learning and Data Science: Zero to Mastery course is not about making you just code along without comprehending the concepts so that when you are made with the course you do not understand what to do aside from watch another tutorial. No! This Complete Machine Learning and Data Science: Zero to Mastery course will press you and challenge you to go from an outright novice without any Data Science experience, to somebody that can go off, forget Daniel and Andrei, and build their own Data Science and Machine knowing workflows.

Machine Learning has applications in Business Marketing and Finance, Healthcare, Cybersecurity, Retail, Transportation and Logistics, Agriculture, Internet of Things, Gaming and Entertainment, Patient Diagnosis, Fraud Detection, Anomaly Detection in Manufacturing, Government, Academia/Research, Recommendation Systems therefore far more. The abilities discovered in this course are going to provide you a great deal of alternatives for your profession.

You hear declarations like Artificial Neural Network, or Artificial Intelligence (AI), and by the end of this course, you will lastly comprehend what these mean!

Click “Download Course” and sign up with others in our neighbourhood to get an upper hand in the industry, and discover Data Scientist and Machine Learning. We ensure this is much better than any Bootcamp or online course out there on the subject. See you inside the Complete Machine Learning and Data Science: Zero to Mastery course!

Taught By:.

Andrei Neagoie is the trainer of the greatest ranked Development courses on Udemy in addition to among the fastest growing. His graduates have actually proceeded to work for a few of the greatest tech business around the globe like Apple, Google, Amazon, JP Morgan, IBM, UNIQLO and so on. He has actually been working as a senior software application designer in Silicon Valley and Toronto for several years, and is now taking all that he has actually discovered, to teach programming abilities and to assist you find the incredible profession chances that being a designer allows life.

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Having actually been a self taught programmer, he comprehends that there is a frustrating variety of online courses, tutorials and books that are extremely verbose and insufficient at teaching appropriate abilities. The majority of people feel paralyzed and do not understand where to begin when finding out a complex subject, or perhaps worse, the majority of people do not have $20,000 to invest in a coding bootcamp. Programming abilities must be cost effective and open up to all. An education product must teach reality abilities that are current and they need to not lose a trainee’s important time. Having actually discovered crucial lessons from working for Fortune 500 business, tech start-ups, to even establishing his own business, he is now committing 100% of his time to mentor others important software application advancement abilities in order to take control of their life and operate in an interesting industry with boundless possibilities.

Andrei assures you that there are no other courses out there as detailed and also described. He thinks that in order to find out anything of value, you require to start with the structure and develop the roots of the tree. Just from there will you have the ability to find out principles and particular abilities( leaves) that link to the structure. Knowing ends up being rapid when structured in this way.

Taking his experience in instructional psychology and coding, Andrei’s courses will take you on an understanding of intricate topics that you never ever believed would be possible.

See you inside the course!

Who this course is for:.

  • Anybody with absolutely no experience (or beginner/junior) who wishes to discover Machine Learning, Data Science and Python.
  • You are a programmer that wishes to extend their abilities into Data Science and Machine Learning to make yourself better.
  • Anybody who wishes to find out these subjects from industry professionals that do not just teach, however, have in fact operated in the field.
  • You’re searching for one single course to teach you about Machine knowing and Data Science and get you reached speed with the industry.
  • You wish to find out the basics and have the ability to genuinely comprehend the subjects instead of just enjoying someone code on your screen for hours without actually “getting it”.
  • You wish to discover to utilize Deep knowing and Neural Networks with your projects.
  • You wish to include worth to your own business or business you work for, by utilizing effective Machine Learning tools.

Created by Andrei Neagoie, Daniel Bourke
Last updated 9/2020
English
Size:  19.68 GB

Download Course

https://www.udemy.com/course/complete-machine-learning-and-data-science-zero-to-mastery/.

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