Machine Learning with Python and R
Machine Learning with Python and R
Do you want to handle Excel at a professional level? With the Advanced Excel training in Ahmedabad you will learn to handle one of the most used Microsoft tools in an advanced way. The basic knowledge of this software is, in many cases, insufficient when performing complex calculations that are required in many jobs. The ignorance of its multiple functionalities means that a performance of the tool is not taken if you do not have advanced knowledge.
Spreadsheets (commonly called Excel) are one of the most widely used tools in the world for sorting data and producing reports.
With Advanced Excel training in Ahmedabad, you will study various related materials such as Office and Computer Science, as well as tutorials and manuals.
So that you can train, you have at your disposal a wide variety of courses taught by Universities and online teaching platforms, in which you will have all the necessary materials and resources.
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Machine Learning course will help you master the skills required to become an expert in this domain. Skills such as Python, ML algorithms, statistics, supervised and unsupervised learning, etc
Course Description:
In this course you learn complex theory, algorithms, and coding libraries in a simple way.
With every tutorial, you will develop new skills and improve your understanding of this challenging yet lucrative sub-field of Data Science.
We dive deep into Machine Learning.
- Part 1 – Data Preprocessing
- Part 2 – Regression: Simple Linear Regression, Multiple Linear Regression, Polynomial Regression, SVR, Decision Tree Regression, Random Forest Regression
- Part 3 – Classification: Logistic Regression, K-NN, SVM, Kernel SVM, Naive Bayes, Decision Tree Classification, Random Forest Classification
- Part 4 – Clustering: K-Means
- Part 5 – Association Rule Learning: Apriori
- Part 6 – Natural Language Processing
- Part 7 – Deep Learning: Artificial Neural Networks
- Part 8 – Model Selection & Boosting: k-fold Cross Validation, Parameter Tuning,
So not only will you learn the theory, but you will also get some hands-on practice building your own models.
Course Objective/What will Learn
- Master Machine Learning on Python & R
- Various Machine Learning models
- Make accurate predictions
- Make powerful analysis
- Reinforcement Learning, NLP and Deep Learning
- Know which Machine Learning model to choose for each type of problem
Pre-Requisites/Requirements:
General Programming Skills in any Language (Preferrably Python)
Target Audience:
- Developers who want to make their career in Machine learning , R and Python
- Professionals working in the domains of Data Science, Analytics, and BI
- Professionals employed in fields of search engines and e-commerce