What you’ll learn in Machine Learning, Data Science as well as Deep Learning with Python
- Build artificial neural networks with Tensorflow and Keras
- Implement artificial intelligence at huge range with Apache Spark’s MLLib
- Classify images, data, and also beliefs using deep learning
- Make forecasts making use of straight regression, polynomial regression, and multivariate regression
- Data Visualization with MatPlotLib as well as Seaborn
- Understand reinforcement knowing – and also just how to develop a Pac-Man robot
- Classify data making use of K-Means clustering, Support Vector Machines (SVM), KNN, Choice Trees, Naive Bayes, and also PCA
- Usage train/test and K-Fold cross validation to select and also tune your versions
- Build a film recommender system using item-based and also user-based joint filtering
- Clean your input information to get rid of outliers
- Style as well as examine A/B tests utilizing T-Tests and also P-Values
Description
New! Upgraded with extra web content on generative models: variational auto-encoders (VAE’s) as well as generative adversarial models (GAN’s)
Artificial intelligence and also artificial intelligence (AI) is anywhere; if you need to know exactly how companies like Google, Amazon, and even Udemy remove definition as well as understandings from substantial data sets, this data scientific research training course will provide you the fundamentals you require. Data Scientists take pleasure in among the top-paying jobs, with an average salary of $120,000 according to Glassdoor and also Certainly. That’s simply the typical! And also it’s not practically money – it’s fascinating job also!
If you’ve got some programs or scripting experience, this program will certainly educate you the techniques used by genuine information scientists as well as machine learning experts in the tech industry – as well as prepare you for a move right into this warm career path. This thorough equipment discovering tutorial includes over 100 lectures covering 15 hrs of video, and also a lot of topics include hands-on Python code examples you can make use of for recommendation and also for method. I’ll draw on to assist you via what issues, and what doesn’t.
Who this course is for:
- Software developers or programmers who want to transition into the lucrative data science and machine learning career path will learn a lot from this course.
- Technologists curious about how deep learning really works
- Data analysts in the finance or other non-tech industries who want to transition into the tech industry can use this course to learn how to analyze data using code instead of tools. But, you’ll need some prior experience in coding or scripting to be successful.
- If you have no prior coding or scripting experience, you should NOT take this course – yet. Go take an introductory Python course first.
| File Name : | Machine Learning, Data Science and Deep Learning with Python free download |
| Content Source: | udemy |
| Genre / Category: | Data Science |
| File Size : | 4.68 gb |
| Publisher : | Sundog Education by Frank Kane |
| Updated and Published: | 07 Jul,2022 |
