Machine Learning & Data Science A-Z: Hands-on Python 2021

Video Tutorials, Courses

Machine Learning & Data Science A-Z: Hands-on Python 2021
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 74 lectures (14h 24m) | Size: 6.25 GB

Are you interested in data science and machine learning, but you don't have any background, and you find the concepts confusing


Learn NumPy, Pandas, Matplotlib, Seaborn, Scikit-learn, Scipy and develop Machine Learning Models in Python

Understanding the basic concepts

Complete tutorial about basic packages like Numpy and Pandas

Data Visualization

Data Preprocessing

Understanding the concept behind the algorithms

Developing different kinds of Machine Learning models

Knowing how to optimize your models' hyperparameters

Learn how to develop models based on the requirement of your future business

Python's basic syntax

Are you interested in programming in Python, but you always afraid of coding

I think this course is for you!

Even if you are familiar with machine learning, this course can help you to review all the techniques and understand the concept behind each term.

This course is completely categorized, and we don't start from the middle! We actually start from the concept of every term, and then we try to implement it in Python step by step. The structure of the course is as follows:

Chapter1: Introduction and all required installations

Chapter2: Useful Machine Learning libraries (NumPy, Pandas & Matplotlib)

Chapter3: Preprocessing

Chapter4: Machine Learning Types

Chapter5: Supervised Learning: Classification

Chapter6: Supervised Learning: Regression

Chapter7: Unsupervised Learning: Clustering

Chapter8: Model Tuning

Furthermore, you learn how to work with different real datasets and use them for developing your models. All the Python code templates that we write during the course together are available, and you can them with the resource button of each section.

Remember! That this course is created for you with any background as all the concepts will be explained from the basic! Also, the programming in Python will be explained from the basic coding, and you just need to know the syntax of Python.

Anyone with any background that interested in Data Science and Machine Learning with at least high school knowledge in mathematic

Bners, intermediate and even advanced students in the field of artificial intelligence, Data Science and Machine Learning

Students in college that looking for securing their future jobs

Employees that look forward to excel their job level by learning machine learning

Anyone who afraid of coding in Python but interested in Machine Learning Concepts

Any one who wants to create a new business using machine learning

Graduate students and researchers that want to apply machine learning models in their thesis and projects



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