Master your brain Neuroscience for personal development

This course was designed by two data scientists who are both professionals. We can share our knowledge with you and help to teach complex theory, algorithms, File size: 572.7 MB

Master your brain Neuroscience for personal development

Are you interested in Machine Learning? This course is right for you. for you!

Two Data Scientists have created this course to share their knowledge and make it easy for you to learn complex theory, algorithms and coding libraries.

We will guide you through the World of Machine Learning step-by-step. You will learn new skills and improve with each tutorial. your This sub-field is both challenging and lucrative in Data Science.

The course is both exciting and enjoyable, while also diving deep into Machine Learning. It is organized as follows:

Part 1: Data Preprocessing

Part 2: Regression: Simple, Multiple, Linear, and Polynomial.

Download immediately Master your brain Neuroscience for personal development

Part 3 – Classification: Logistic regression, SVM and Kernel SVM. Naive Bayes. Decision Tree Classification. Random Forest Classification.

Part 4 – Clustering – K-Means and Hierarchical Clustering

Part 5 – Association Rule Learning: Apriori, Eclat

Part 6 – Reinforcement learning: Thompson Sampling, Upper Confidence Bound

Part 7 – Natural Language Processing – Bag-of-words model & algorithms for NLP

Part 8 – Deep Learning: Artificial Neural Networks, Convolutional Neural Networks

Part 9 – Dimensionality reduction: PCA LDA Kernel PCA

Part 10 – Model Selection & Boosting: k-fold Cross Validation, Parameter Tuning, Grid Search, XGBoost

Furthermore, the course includes many practical exercises that draw on real-life examples. Not only will you be able to learn the theory, but also you will have some practical experience building. your Your own models

As an added bonus, the course contains both R and Python code templates, which you can also download and use. your Your own projects

Important updates (June 2020):

CODES – ALL UP TO DATED

DEEP LEARNING CODED INTENSORFLOW 2.0

TOP GRADIENT BOOSTING MODELS INCLUDING XGBOOST & EVEN CATBOOST

Who are these people? for:

Machine Learning is open to all.
Students with at least high school math knowledge and who are interested in learning Machine Learning.
Anyone at an intermediate level who is familiar with machine learning basics, including classic algorithms such as logistic regression or linear regression. But who wants to know more and explore the many areas of Machine Learning.
People who don’t feel comfortable coding but are interested in Machine Learning, and are able to use it on datasets.
All students who wish to pursue a career in Data Science.
All data analysts who are interested in Machine Learning.
Anyone who is unhappy with their current job and wants to be a Data Scientist.
Anyone who is looking to increase the value of their business through powerful Machine Learning tools.

Here’s what you’ll get in Master your brain Neuroscience for personal development

Master your brain Neuroscience for personal development : Sample