Udemy - Complete 2020 Data Science & Machine Learning Bootcamp Free Download

Udemy – Complete 2020 Data Science & Machine Learning Bootcamp
English | Size: 17.17 GB
Category: Tutorial

Learn Python, Tensorflow, Deep Learning, Regression, Classification, Neural Networks, Artificial Intelligence & more!

Welcome to the Complete Data Science and Machine Learning Bootcamp, the only course you need to learn Python and get into data science.

At over 40+ hours, this Python course is without a doubt the most comprehensive data science and machine learning course available online. Even if you have zero programming experience, this course will take you from beginner to mastery. Here’s why:

The course is a taught by the lead instructor at the App Brewery, London’s leading in-person programming bootcamp.

In the course, you’ll be learning the latest tools and technologies that are used by data scientists at Google, Amazon, or Netflix.

This course doesn’t cut any corners, there are beautiful animated explanation videos and real-world projects to build.

The curriculum was developed over a period of three years together with industry professionals, researchers and student testing and feedback.

To date, we’ve taught over 200,000 students how to code and many have gone on to change their lives by getting jobs in the industry or starting their own tech startup.

You’ll save yourself over $12,000 by enrolling, but get access to the same teaching materials and learn from the same instructor and curriculum as our in-person programming bootcamp.

We’ll take you step-by-step through video tutorials and teach you everything you need to know to succeed as a data scientist and machine learning professional.

The course includes over 35 hours of HD video tutorials and builds your programming knowledge while solving real-world problems.

In the curriculum, we cover a large number of important data science and machine learning topics, such as:

Data Cleaning and Pre-Processing

Data Exploration and Visualisation

Linear Regression

Multivariable Regression

Optimisation Algorithms and Gradient Descent

Naive Bayes Classification

Descriptive Statistics and Probability Theory

Neural Networks and Deep Learning

Model Evaluation and Analysis

Serving a Tensorflow Model

Throughout the course, we cover all the tools used by data scientists and machine learning experts, including:

Python 3

Tensorflow

Pandas

Numpy

Scikit Learn

Keras

Matplotlib

Seaborn

SciPy

SymPy

By the end of this course, you will be fluently programming in Python and be ready to tackle any data science project. We’ll be covering all of these Python programming concepts:

Data Types and Variables

String Manipulation

Functions

Objects

Lists, Tuples and Dictionaries

Loops and Iterators

Conditionals and Control Flow

Generator Functions

Context Managers and Name Scoping

Error Handling

By working through real-world projects you get to understand the entire workflow of a data scientist which is incredibly valuable to a potential employer.

178+ HD Video Lectures

30+ Code Challenges and Exercises

Fully Fledged Data Science and Machine Learning Projects

Programming Resources and Cheatsheets

Our best selling 12 Rules to Learn to Code eBook

$12,000+ data science & machine learning bootcamp course materials and curriculum

Created by Philipp Muellauer
Release date: Last updated 8/2020
Video: MP4 h264, 1280×720
Audio: aac, 44100 Hz
Language: English
Size: 17.1 GB
Duration: 41h 16m

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