Machine Learning 101
What you'll learn
- SVM and Decision Trees
- Random Forest
- Concepts under Supervised Learning
- Deploy data that allows user to gather precise information from it
Highlights
- Certificate on course completion
- Self Paced – 100% Online Learning
- One year Access
- Easy to Learn
- Codekata – Gamified coding Arena
- MicroArc – Quick Quizzes to enhance your skill
- Forum Support – Clear doubts at any point of time
- 7 days Refund policy
Course Syllabus
Introduction To Machine Learning
Introduction To Machine Learning
- 17 Exclusive lessons
- 3 hrs
- English
- About Machine Learning Course
- Installation of Anaconda
- What is Machine Learning
- Types of Machine Learning, Supervised Learning and Regression
- Types of ML,Logistic Regression and Unsupervised Learning
- SVM -What is SVM and How do they work
- SVM-Loading and Examining our dataset
- SVM-Building and Tweaking our SVM Classification mode
- What is Decision Tree?
- Building the Decision Tree : Decision Tree Learning
- Building a Decision Tree - Information Gain a Gini Impurity
- Decision Tree Lab:Building our First Decision Tree
- Decision Tree Lab:Viewing and Tweaking our Decision Tree
- What is Overfitting
- Random Forest Lab
- Teamwork
- Avoiding Overfitted Models
Pre-requisites
- Python Programming.
Machine Learning is so pervasive today which is the science of getting computers to act without hard coding. Many improvisations in our lifestyle have changed vastly after the intervention of
ML, like the past decade saw practical speech recognition, effective web search and so on. This course takes you on learning over Supervised learning, ML based Vs Rule based concepts, classification
using Support vector Machine, Decision Trees and Random Forests.
Job opportunities
- After successful completion, you can get job as a Data Science Engineer, ML Specialist, ML Engineer, and similar jobs.
Certificate
- Certificate will generate only after successful completion of course
- Certificate is generated for every course individually
- Certificates are auto generated
CODEKATA
Get access to the platform that helps users to practise multiple programs that are curated by the experts from the industry. CodeKata involves the concepts of gamification and personalization with 1000+ problem statements.
Arc Engine
Get access to MicroARC an AI powered self evaluation platform with a very huge question library. It is a standardised skill evaluation test that gives users the added advantage to self-evaluate themselves to know where they stand among their peers. MicroARC score is one of the main factors that recruiters look for in a profile.
Our learners
"I was new to programming, Python course in GUVI helped me to learn Python from basics. The videos were explaining the concepts very clearly and the Codekata platform made it interesting to spend time for learning."
- Arjun
"Interesting videos and way of teaching is very good. I could able to understand even advanced concepts with ease. It helped me to grow my skills as a developer."
- Rishit
"My friend referred me GUVI. Initially I thought it is yet another E-learning site, after taking course in GUVI and solved programs in Codekata it proved that is not just a learning site but a platform that can leverage the skills. Codekata programs are defined very good and the interface is really cool."
- Agilan
Frequently asked questions
For how long can I access these courses?
You can access the course for 1 year.
Is it 100% online learning or should I come in person for any specific course?
It is a 100% online learning course package and there won’t be any necessity for you to be present in person.
What background knowledge should I possess?
You must possess the enthusiasm to enhance your knowledge, commitment to complete the courses and perseverance to achieve something monumental in life. Apart from this, you need not have any technical
background knowledge.
What is the refund policy?
In case of dissatisfaction or due to any other such situations, you can claim for a refund within 7 days from the start of the course.
Will I gain access to any sort of Forum support?
Yes. You will gain complete access to our forum support to connect with our fellow aspiring users.
Apart from these course, will I get access to any practise platforms?
You will gain access to CodeKata which is a gamified practice platform which hosts 1000+ curated coding problems and MicroARC, which is an interactive skill assessment platform which helps you to
test your skills.
An IIT-M & IIM-A Incubated Company