Machine Learning Training and Certification Course in Bangalore
Why take a Training in Machine Learning in Bangalore?
Machine Learning is providing machines the capability to learn from Data and Experience. This is the field of study, wherein, Computer programs are developed, which when provided the data and the Outcome extract the rules and learn for themselves. Learning Machine Learning helps you understand this area of Complex Algorithms builds on Mathematics & Statistics. You could either avail Machine Learning Certification Training from devU.in or avail an Online Training in Machine Learning Certification from devU.in. You can also learn Machine Learning using some Machine Learning Tutorials.
How does Machine Learning work?
Machine learning Algorithms directly learn from data. They do not reply upon pre-determined rules to make their decisions. The Machine Learning Algorithms adaptively improve their outcomes with an increase number of samples available for learning increases. Deep learning is a specialised form of machine learning.Join the best-in-class courses by leading faculty and industry leaders.
What are the types of Machine Learning?
Machine Learning Algorithms can be broadly classified in the following 3 categories:
- Supervised Machine Learning
- Regression
- Decision Trees
- Linear Regression
- Logistics Regression
- Classification
- Naïve Bayes
- Support Vector Machines
- K-Nearest Neighbour
- Regression
- Unsupervised Machine Learning
- Clustering
- K-Means Clusters
- Mean -Shift
- K-Mediods
- Dimensionality Reduction
- Principal Component Analysis (PCA)
- Feature Selection
- Linear Discriminant Analysis (LDA)
- Clustering
- Reinforcement Learning
Is getting training on machine learning difficult?
Learning Machine Learning on your own could be intimidating for some people. There are a lot of resources available for you to learn on Machine Learning. You could Learn Machine Learning Online, You could join a Course in Machine Learning Certification and Training in Bangalore with devU.in. You could also learn Machine Learning using Machine Learning tutorials. It depends upon one’s appetite and ability to learn Machine Learning.
However, we will like to add, if you decide to write the Algorithms in Machine Learning in Python, you should have a thorough understanding of Python and underlying libraries.
Why take a Training in Machine Learning in Bangalore?
Machine Learning is providing machines the capability to learn from Data and Experience. This is the field of study, wherein, Computer programs are developed, which when provided the data and the Outcome extract the rules and learn for themselves. Learning Machine Learning helps you understand this area of Complex Algorithms builds on Mathematics & Statistics. You could either avail Machine Learning Certification Training from devU.in or avail an Online Training in Machine Learning Certification from devU.in. You can also learn Machine Learning using some Machine Learning Tutorials.
How to get Trained on Machine Learning
Machine Learning is a Complex Field, which is constantly evolving. The knowledge required goes beyond just knowing the algorithms, across to learning the application of the algorithms. In fact, Data Scientists spend a significant amount of time in Data Pre-processing, Feature Selection, which is akin to art. If you are confused about how to learn machine learning, you are not alone. We come across a number of students, who are confused between the options on Learning Machine Learning Online in the Classroom. More so, on students, who contemplate Learning Machine Learning via Machine Learning tutorials. In either case, you should consider taking a Machine Learning Certification. The most preferred route to becoming a Machine Learning Expert is to avail the Machine Learning Training and Certification Course in Bangalore with devU.in. Devu.in provides Certification in Machine Learning Course via ClassRoom Coaching in HSR Layout, Bangalore and provides an opportunity to learning Machine Learning Online. The Live Online course in Machine Learning can also be availed in their ClassRooms in their Centers in Rammurthy Nagar and Noida. There are, of course, other options for one to become a Machine Learning expert via Self-Study, MOOC and Youtube videos, You could see the comparison and benefits of each of these modes of access in a section of devu.in. Click here to download the upcoming batch details.Partial List of Topics to be covered in Machine Learning Certification Training Course in Bangalore
Data Science Overview
Different Sectors Using Data Science |
Purpose and Components of Python |
Statistical Analysis
Introduction to Statistics |
Statistical and Non-statistical Analysis |
Major Categories of Statistics |
Statistical Analysis Considerations |
Population and Sample |
Statistical Analysis Process |
Data Distribution |
Hypothesis testing |
Numpy
Pandas
Machine Learning |
| Machine Learning Approach |
Supervised Learning Model |
| Regression Linear regression |
| Multiple Linear Regression |
| Multiple Linear Regression |
| Classification |
| Logistic regression |
| SVM |
| Naive Bayes |
| Decision Tree |
| Random Forest |
| K Nearest Neighbors |
Unsupervised Learning Models |
| K-means Clustering |
| Apriori association rules |
| Sklearn for machine learning model |
Data Visualisation with MatPlotLib |
| Introduction to Data Visualisation |
| Line Properties |
| Scatter plot |
| Bar graphs and histograms |
| Pie charts |
| Subplots |
FAQ
What is Machine Learning?
Machine Learning is a field, that uses Scientific Methods, Processes, Algorithms and Systems to extract knowledge and insight from data.
What is a Data Scientist?
Data Scientists are people with some mix of coding and statistical skills who work on making data useful in various ways
Does Machine Learning Requires Coding?
Yes, it does. You could do in C++, Java, R or Python, however, Python is the most common language for Machine Learning
What Programming Language is helpful for Machine Learning?
Python and R are the preferred languages for Data Scientists
What skills do I need to become a Data Scientist?
The Skills required to become a Data Scientist are, Programming Skills, Analytical and Data Interpretation Skills, Business Communication Skills, Mathemtically and Statistical skills
What is the best way for somebody to get started on Machine Learning?
There are lots of resources online. You could also take a certification course with Coursera or edX. However, if you want a disciplined approach to Machine Learning, you coud go for a ClassRoom course with devU.in
Is Python better or R better for Machine Learning
Python and R are both equally good for Machine Learning, however, if you had to deploy your models, Python would be a better choice, due to the large number of frameworks available in Python
How do I become a Data Scientist?
Machine Learning is a culmination of Stats, Maths, Programming, Data Management and Modelling. Unless you have a good grounding in each of these areas, you are unlikely to succeed as a Data Scientist. You could take an online course to excel these skills, or else, tkae a course with devU.in
Do I need a Masters/PHD to become a Data Scientist?
No, you don't
Will I be able to work Overseas as a Data Scientist?
Absolutely, with a significant skill-gap in the area of a Machine Learning across the globe. Having Skills in Machine Learning is absolutely a plus for you to work as a Data Scientist anywhere in the world
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Course Features
- Students 352 students
- Max Students50
- Duration80 hour
- Skill levelintermediate
- LanguageEnglish
- Re-take course2
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Curriculum
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