Day – 18 Machine learning classification project – Credit card fraud detection
Video by Pantech eLearning via YouTube
Source
Attendance link for day 18 – https://forms.gle/QLvxaSd9PzWVQjcRA
1 Month Internship on Machine Learning
Fee: Rs.1599
Discount Fee: Rs.799
Coupon Code : MLMC4
Payment link – https://imjo.in/yCK3HR
Day – 1 : Introduction, Python Installation, Syntax, variables, data types
Day – 2 : Data types, conditional statements, looping statements
Day – 3 : Functions, lambda, class & object
Day – 4 : Class & object, Modules/packages/libraries
Day – 5 : Machine learning introduction, pathway, data collection
Day – 6 : Pandas Library
Day – 7 : Exploratory data analysis project with pandas on Sales dataset
Day – 8 : Numpy Library
Day – 9 : Visualization with Matplotlib & Seaborn Library
Day – 10 : Exploratory data analysis project with pandas & visualization libraries
(population dataset)
Day – 11 : scikit-learn library : Scaling, encoding, handling null values
Day – 12 : scikit-learn library : Outlier detection & handling, imbalanced dataset
Day – 13 : scikit-learn library : train test split, feature selection
Day – 14 : Machine learning algorithms : linear model, support vector machines
Day – 15 : Machine learning algorithms : Decision tree, ensemble algorithms
Day – 16 : Machine learning algorithms : Naive bayes, KNN, clustering algorithms
Day – 17 : Hyperparameter optimization, Metrics
Day – 18 : Machine learning classification project – Credit card fraud detection
Day – 19 : Machine learning Regression project – Calories burnt prediction
Day – 20 : Machine learning clustering project – Spotify music recommendation
Day – 21 : Deep learning introduction
Day – 22 : ANN project – Churn prediction project
Day – 23 : RNN, LSTM introduction
Day – 24 : Time series analysis introduction
Day – 25 : Time series algorithms
Day – 26 : Time series prediction project – Carbon dioxide emission prediction
Day – 27 : Time series prediction with Neural networks – Stock price prediction
Day – 28 : NLP introduction
Day – 29 : NLP project – Fake news classification using NLP
Day – 30 : NLP project with Neural networks – Movie rating prediction using NLP
#pantechelearning #pantech #elearning #project
Pantech is excited to announce the launch of our Summer Internship Program for 2023!
📍📍Check the Summer Internship Program here: ‘https://www.pantechelearning.com/internship/
📌Enroll Now: https://www.pantechelearning.com/summer-internship-fb/
Pantech Provides Academic Research Custom Requirements and Lab Requirements, Links are given below,
*Research Project Enquiry*: https://forms.gle/wVWXTvDdFoxQnsXz5
*Educational Lab Equipments (Trainer Kits)*: https://forms.gle/unj6UEzsQs6d9mY29 (Not for Students)
Assured 100% job placements for students from any field.
Golden opportunity for pass-out students of 2020, 2021 & 2022. Open to all backgrounds, this course with Placement offers new learning and skill growth.
Register Now: https://www.pantechelearning.com/course-with-placement/
Click here to know more about Upcoming events & Updates: ‘https://linktr.ee/Pantechevents
Connect with Pantech E-Learning on social media for the latest offers, promos, Free Events, and much more:
► Subscribe: https://bit.ly/3lWnpmh
► Youtube: https://www.youtube.com/pantechelearning
► Facebook: https://www.facebook.com/pantechelearning
► Instagram: https://www.instagram.com/pantechelearning
► Facebook community – https://www.facebook.com/groups/ainternships/
► LinkedIn: https://www.linkedin.com/company/pantechelearning
► linkedin community – https://www.linkedin.com/groups/14227052/
► Website: https://www.pantechelearning.com
► LMS Link: https://lms.pantechelearning.com/s/store
►Pantech App: https://play.google.com/store/apps/details?id=com.pantechlearning.courses
Contact Us for any further Queries:
Masterclass — 8925533484
Associative Programs — 8925533489
Support — 8925533484
Projects — 8925533485
Products / Lab Equipments — 9840974408
Events / Placement Program — 8925041666
If you have queries mail us:
training@pantechelearning.com
#pantechelearning #elearning #pantech #project #conditionalstatements
#loopingstatements #class #objects #modules #library
Happy Learning!😃