Machine Learning and Deep Learning A-Z: Hands-On Python
Python Machine Learning and Python Deep Algorithms in Python Code templates included. Python in Data Science | 2021
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What you will learn
Machine learning isn’t just useful for predictive texting or smartphone voice recognition.
Learn Machine Learning with Hands-On Examples
What is Machine Learning?
Machine Learning Terminology
Evaluation Metrics for Python machine learning, Python Deep learning
What are Classification vs Regression?
Evaluating Performance-Classification Error Metrics
Evaluating Performance-Regression Error Metrics
Supervised Learning
Cross Validation and Bias Variance Trade-Off
Use matplotlib and seaborn for data visualizations
Machine Learning with SciKit Learn
Linear Regression Algorithm
Logistic Regresion Algorithm
K Nearest Neighbors Algorithm
Decision Trees And Random Forest Algorithm
Support Vector Machine Algorithm
Unsupervised Learning
K Means Clustering Algorithm
Hierarchical Clustering Algorithm
Principal Component Analysis (PCA)
Recommender System Algorithm
Python, python machine learning and deep learning
Machine Learning, machine learning A-Z
Deep Learning, Deep learning a-z
Data Visualization
Machine learning is constantly being applied to new industries and new problems. Whether you’re a marketer, video game designer, or programmer
Machine learning describes systems that make predictions using a model trained on real-world data.
Machine learning is being applied to virtually every field today. That includes medical diagnoses, facial recognition, weather forecasts, image processing
It's possible to use machine learning without coding, but building new systems generally requires code.
What is the best language for machine learning? Python is the most used language in machine learning.
Engineers writing machine learning systems often use Jupyter Notebooks and Python together.
Machine learning is generally divided between supervised machine learning and unsupervised machine learning.
Python instructors on Udemy specialize in everything from software development to data analysis, and are known for their effective, friendly instruction
What are the limitations of Python? Python is a widely used, general-purpose programming language, but it has some limitations.
How is Python used? Python is a general programming language used widely across many industries and platforms.
What jobs use Python? Python is a popular language that is used across many industries and in many programming disciplines
How do I learn Python on my own? Python has a simple syntax that makes it an excellent programming language for a beginner to learn.
Data science is everywhere. Better data science practices are allowing corporations to cut unnecessary costs, automate computing, and analyze markets.
What is data science? We have more data than ever before. But data alone cannot tell us much about the world around us.
What does a data scientist do? Data Scientists use machine learning to discover hidden patterns in large amounts of raw data to shed light on real problems.
What are the most popular coding languages for data science? Python is the most popular programming language for data science.
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udemy ID
6/23/2021
course created date
7/6/2021
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