Certificate Course in Machine Learning using Python

Accelerate your Career. Stay Ahead of the Curve


Jointly Delivered by eduplusnow and Industry Expert


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Classroom and Online Course

80 hours

WEEKDAY BATCH (MON - FRI)


80 hours

WEEKEND BATCH (SAT - SUN)




About Machine Learning using Python

Machine Learning is the study of computer algorithms that improve automatically throught experience. It is an application of artificial intelligence .


Course Features

Eduplusnow's Machine Learning course offers an in depth coverage of Machine Learning topics , developing algorithms using supervised & unsupervised learning, regression, classification and time series modeling using Python.


Tools Covered



Syllabus


Machine Learning in Python
  • Applying Business Intelligence via Statistical Modeling
  • Types of Machine Learning
  • Supervised Learning
  • Classification
  • Regression
  • Unsupervised Learning
  • Clustering
  • Dimensionality Reduction

    Phases of Machine Learning Project
  • Data Collection
  • Data Visualization
  • Data Preprocessing
  • Data Modeling
  • Deployment
  • Maintenance
  • Python Overview
  •  IPython
  • Jupyter Notebook
  • Matplotlib & Seaborn for Data Visualization
  • Pandas & Numpy for Data Preprocessing & Cleanup
  • Scikit-learn for Machine Learning Modeling
  •  Understanding End-to-End Small Machine Learning Project
  •  Need for Data Visualization
  •  Draw plots using seaborn for gaining data insights
  • Doing Data Scaling, Fill Missing Values using Pandas
  •      
  •  Using Numpy
  • Choosing machine learning algorithm for modeling
  •  Model Evaluation
  •  Improving accuracy by feature engineering
  •  Hyper-Parameter Fine Tuning to improve accuracy
  •  Avoiding Over fitting
  •  Understanding metrics of Model Evaluation
  •  Trying different models & creating final ensemble model
  •  Classification
  •  Regression
  •  Clustering
  •  Algorithms Overview & Comparison
  • Different trade-offs while deciding the final ML Model
  • Bias-Variance Tradeoff
  • Model Complexity vs Model Interpretability

Learning Outcomes

  • Eduplusnow's Machine Learning using python program will make you an expert in Machine learning algorithms. In this course you will learn techniques how to work with python and how to use various machine learning algorithms.

Assessment

Periodic assessment and case studies evaluations by the edu plus now and Industry Expert have been built in throughout the duration of the course.

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Awarded by edu plus now


What our learners have to say about us!


Our Alumni work at


*Alumni of Eduplusnow, VIT, VIIT, VU Will Get Special Discount, To Grab your Discount coupon Please Contact   +918956167195.

Course Fees

INR 40,000 (+GST)

INR 30,000 (+GST)

"If a group of four or more participants enroll with us, a concession of 10% will be awarded to each one of them. For more details Contact us."    +91 8956167195


Interested in This Program?






Location

Vishwakarma Institute of Technology, 666, Upper Indiranagar, Bibwewadi, Pune, Maharashtra, INDIA - 411 037


Why edu plus now


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Industry-Ready Courses

Learn industry-relevant skills that’ll make your resume stand out and ensure you’re ready to tackle the job market.

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Flexible Learning

Access online learning resources anywhere, anytime to gain valuable skills and transform your life in meaningful ways.

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Qualified Instructors

Connect with experts and qualified instructors from reputed universities to stay on top of the ever-evolving future of work.

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Adavanced study plans

Learn complex technical skills with videos, quizzes and assignments to develop your career and build towards a degree.

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Focus on target

Select the best online courses in India that are not only informative and helpful to your long-term career goals but also help close the skill gap in the industry.

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Knowledge Platform

Take advantage of a complete in-built environment for programming and get hands-on experience to solve real-world problems practically.

About the Organization


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edu plus now is an online educational platform that was launched in 2019 to bridge the skill gap between classroom learning, real business challenges and to help students achieve their career potential.


Aimed at providing learners with essential technical skills, edu plus now courses are created to be the perfect amalgamation of inputs from industry experts and highly-qualified professors from the country’s top educational institutions. This allows individuals and companies to close the skill gap quickly, innovate faster and achieve their key objectives. At edu plus now, we believe in preparing students for success in a changing world by providing online courses that pave the path for a successful career. Built under the aegis of the Vishwakarma Group, the online education platform provides flexible learning that fits a learner’s schedule.

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