Udemy – Complete A.I. & Machine Learning, Data Science Bootcamp

File Name:	Complete A.I. & Machine Learning, Data Science Bootcamp
Content Source:	https://www.udemy.com/course/complete-machine-learning-and-data-science-zero-to-mastery/
Genre / Category:	Ai Courses
File Size :	31.3 GB
Publisher:	Andrei Neagoie
Updated and Published:	December 23, 2025

Product Details

Become a complete A.I., Data Scientist and Machine Learning engineer! Join a live online community of 900,000+ engineers and a course taught by industry experts that have actually worked for large companies in places like Silicon Valley and Toronto. Graduates of Andrei’s courses are now working at Google, Tesla, Amazon, Apple, IBM, JP Morgan, Meta, + other top tech companies. You will go from zero to mastery!

Learn Data Science and Machine Learning from scratch, get hired, and have fun along the way with the most modern, up-to-date Data Science course on Udemy (we use the latest version of Python, Tensorflow 2.0 and other libraries). This course is focused on efficiency: never spend time on confusing, out of date, incomplete Machine Learning tutorials anymore. We are pretty confident that this is the most comprehensive and modern course you will find on the subject anywhere (bold statement, we know).

This comprehensive and project based course will introduce you to all of the modern skills of a Data Scientist and along the way, we will build many real world projects to add 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 away! We believe this course solves the biggest challenge to entering the Data Science and Machine Learning field: having all the necessary resources in one place and learning the latest trends and on the job skills that employers want.

The curriculum is going to be very hands on as we walk you from start to finish of becoming a professional Machine Learning and Data Science engineer. The course covers 2 tracks. If you already know programming, you can dive right in and skip the section where we teach you Python from scratch. If you are completely new, we take you from the very beginning and actually teach you Python and how to use it in the real world for our projects. 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 a complete Data Scientist that can get hired at large companies. We are going to use everything we learn in the course to build professional real world projects like Heart Disease Detection, Bulldozer Price Predictor, Dog Breed Image Classifier, and many more. By the end, you will have a stack of projects you have built that you can show off to others.

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Udemy – Complete A.I. & Machine Learning, Data Science Bootcamp

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