Scikit Learn, A Python Library - Machine learning in Python Course

(5.0) G 4.5/5 f 4.5/5
Course Duration

10 Hours (5 Days)

Live Project

02

Certification

Industry recognized

Training Format

Online/Classroom/Corporate

images

8000+

Certified Learners

15+

Years Avg. faculty experience

40+

Happy Clients

4.5/5.0

Average class rating

About Scikit Learn, A Python Library - Machine learning in Python Course


We offer a comprehensive Master’s program in Artificial Intelligence to become a certified Artificial Intelligence Engineer. This Artificial Intelligence certification program gives training on the skills required to become a successful Artificial Intelligence Engineer. Throughout this exclusive AI online course, you'll master Deep Learning, Machine Learning, and the programming languages required to excel in this domain which will be very helpful for you to kick-start your career in Artificial Intelligence.

What you'll learn


Load data into scikit-learn; Run many machine learning algorithms both for unsupervised and supervised data.

Assess model accuracy and performance.

Being able to decide what's the best model for every scenario

Requirements


Some Python and statistics knowledge is required: Being able to code loops, functions, classes in Python is necessary. Understanding what are random variables, what is a Gaussian distribution, and the underlying concepts behind linear regression are necessary as well

Who this course is for:


Students with some analytics/data-science knowledge aiming at being able to comfortable model in scikit-learn.

Experienced data scientists working in R/SAS/MATLAB, wanting to transition into ML with Python

Instructor-led, Live & Interactive Sessions


Duration
Mode
Level
Batches
Price
8 - 12 Hors (Approx)
Online (Instructor-led)
Adavance
Public batch

24,999/-

8 - 12 Hors (Approx)
Videos (Self Learning)
Adavance
Public batch

4,999/-

5 Days
Corporate (Online/Classroom)
Scikit Learn, A Python Library
Corporate Batch
Contact US

How we prepare you


Artificial Intelligence

Upon completion of this program you will get 360-degree understanding of Machine Learning. This course will give you thorough learning experience in terms of understanding the concepts, mastering them thoroughly and applying them in real work environment.

Hands-on experience in a live project

You will be given industry level real time projects to work on and it will help you to differentiate yourself with multi-platform fluency, and have real-world experience with the most important tools and platforms.


Unlimited Mock Interview and Quiz Session

As part of this, You would be given complete interview preparations kit, set to be ready for the Machine Learning. This kit has been crafted by 200+ years industry experience and the experiences of nearly 10000 DevOpsSchool's Machine Learning learners worldwide.

Agenda of the Scikit Learn, A Python Library - Machine learning in Python Course Download Curriculum


  • Introduction of Artificial Intelligence
  • Data Science & Python
  • Machine Learning
  • Deep Learning
  • Natural Language processing(NLP)
  • Decoding Artificial Intelligence
  • Fundamentals of Machine Learning and Deep Learning
  • Machine Learning Workflow
  • Performance Metrics

Lesson 1 - Introduction to Sci-Kit

  • Introduction
  • Installing scikit-learn
  • Data manipulation: from Pandas to scikit-learn
  • Creating synthetic data

Supervised Methods

  • Naive Bayes : Bernoulli - Multinomial
  • Detecting spam in real SMS Kaggle data
  • Linear Support Vector Machines (SVM): SVM and LinearSVC
  • Linear Support Vector Machines (SVM): NuSVM
  • Logistic regression
  • Predicting if income >50k using real US Census Data
  • Isotonic regression
  • Linear regression - Lasso - Ridge
  • Lasso - Ridge
  • Decision trees
  • Introduction to ensemble methods
  • Averaging ensemble methods - Part 1: Bagging
  • Averaging ensemble methods - Part 2: Random forests
  • Digit Classification via Random Forests
  • Boosting ensemble methods
  • Grid Search Cross Validation
  • Predicting real house prices in the US using ExtraTreesRegressor

Unsupervised Methods

  • Density Estimation
  • Principal Components
  • Principal Components
  • K-means
  • DBScan
  • Clustering
  • Clustering and PCA on real countries data from Kaggle
  • Outlier detection
  • Novelty detection
1
Understanding the problems
5%
2
Concept Discussion
10%
3
Demo
25%
4
Lab & Exercise
50%
5
Assessments & Projects
10%

PROJECT


In Artificial Intelligence Course a Participant will get total 5 real time scenario based projects to work on, as part of these projects, we would help our participant to have first hand experience of real time scenario based software project development planning, coding, deployment, setup and monitoring in production from scratch to end. We would also help our participants to visualize a real development environment, testing environment and production environments.

OUR COURSE IN COMPARISON


FEATURES DEVOPSSCHOOL OTHERS
1 Course for Artificial Intelligence
Faculty Profile Check
Lifetime Technical Support
Lifetime LMS access
Top 46 Tools
Interview Kit
Training Notes
Step by Step Web Based Tutorials
Training Slides

With the demand for AI in a broad range of industries, Our AI course is well suited for a variety of roles and disciplines, including:

  • Developers who are aspiring to be an Artificial Intelligence Engineer or Machine Learning Engineer
  • Analytics Managers who are leading a team of analysts
  • Information Architects who want to gain expertise in Artificial Intelligence algorithms
  • Analytics professionals who want to work in machine learning or artificial intelligence
  • Freshers and Graduates looking to build a career in Artificial Intelligence and machine learning
  • Professionals who would like to tackle Artificial Intelligence in their fields to get more insight

Participants in this course should have:

  • Understanding of the fundamentals of Python programming
  • Basic knowledge of statistics

You will have the skills required to help you to land a dream job. Jobs that are ideal for Artificial Intelligence trained professionals include:

  • Artificial Intelligence Engineer
  • Data Scientist
  • Analytics Manager/Lead
  • Machine Learning Engineer
  • Statistical Programming Specialist

Scikit Learn, A Python Library - Machine learning in Python Certification


What are the benefits of "Artificial Intelligence" Certification?

During this program, you will be engaged in various projects and assignments, which include real-world industry scenarios. Which will be very helpful to you and you can expedite your career effortlessly.You would be glad to know that our certification training is recognized all around the world.

Scikit Learn, A Python Library - Machine learning in Python COURSE FAQs


Because We provide the best Artificial Intelligence training course that gives you all the skills needed to work in the domains of AI, Machine Learning, Deep Learning, Data Science with R Statistical computing and Python to give the professionals an added advantage. After the completion of the training, you will be awarded the Artificial Intelligence certification.

You can know more about us on Web, Twitter, Facebook and linkedin and make your own decision. Also, you can email us to know more about us. We will call you back and help you more about the trusting DevOpsSchool for your online training.

You will have the skills required to help you to land a dream job. Jobs that are ideal for Artificial Intelligence trained professionals are like Artificial Intelligence Engineer, Analytics Manager/Lead, Machine Learning Engineer, Statistical Programming Specialist.

All of our trainers are industry experts with years of relevant experience in the industry. All of them have gone through a scrupulous selection process that includes profile screening, technical evaluation, and a training demo before they are certified to train for us. We also ensure that only those trainers with a high alumni rating remain on our faculty.

We provide the best Artificial Intelligence training course that gives you all the skills needed to work in the domains of AI, Machine Learning, Deep Learning, Data Science with R Statistical computing and Python to give the professionals an added advantage. After the completion of the training, you will be awarded the Artificial Intelligence certification.

You will be working on real-time projects and step-by-step assignments which have high relevance in the corporate world, and the curriculum is designed by industry experts. Upon the completion of the training course, you can apply for some of the best dream jobs in top MNCs around the world and can get top salaries. We offer lifetime access to videos, course materials, at no extra fee. Hence, it is clearly a one-time investment.

You will never lose any lecture at DevOpsSchool. There are two options available: You can view the class presentation, notes and class recordings that are available for online viewing 24x7 through our Learning management system (LMS). You can attend the missed session, in any other live batch or in the next batch within 3 months. Please note that, access to the learning materials (including class recordings, presentations, notes, step-bystep-guide etc.)will be available to our participants for lifetime.

Please email to contact@DevopsSchool.com

  • Google Pay/Phone pe/Paytm
  • NEFT or IMPS from all leading Banks
  • Debit card/Credit card
  • Xoom and Paypal (For USD Payments)
  • Through our website payment gateway

If you are reaching to us that means you have a genuine need of this training, but if you feel that the training does not fit to your expectation level, You may share your feedback with trainer and try to resolve the concern. We have no refund policy once the training is confirmed.

Our fees are very competitive. Having said that if the participants are in a group then following discounts can be possible based on the discussion with representative.

  • Two to Three students – 10% Flat discount
  • Four to Six Student – 15% Flat discount
  • Seven & More – 25% Flat Discount

DevOpsSchool provides "Scikit Learn, A Python Library - Machine learning in Python Course" certificate accredited by DevOpsCertificaiton.co which is industry recognized and does holds high value. Participant will be awarded with the certificate on the basis of projects, assignments and evaluation test which they will get within and after the training duration.

DEVOPSSCHOOL ONLINE TRAINING REVIEWS


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Abhinav Gupta, Pune

(5.0)

The training was very useful and interactive. Rajesh helped develop the confidence of all.


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Indrayani, India

(5.0)

Rajesh is very good trainer. Rajesh was able to resolve our queries and question effectively. We really liked the hands-on examples covered during this training program.


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Ravi Daur , Noida

(5.0)

Good training session about basic Devops concepts. Working session were also good, howeverproper query resolution was sometimes missed, maybe due to time constraint.


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Sumit Kulkarni, Software Engineer

(5.0)

Very well organized training, helped a lot to understand the DevOps concept and detailed related to various tools.Very helpful


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Vinayakumar, Project Manager, Bangalore

(5.0)

Thanks Rajesh, Training was good, Appreciate the knowledge you poses and displayed in the training.



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Abhinav Gupta, Pune

(5.0)

The training with DevOpsSchool was a good experience. Rajesh was very helping and clear with concepts. The only suggestion is to improve the course content.


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