What you will Learn in This Internship on Machine Learning
- Overview A.I | Machine Learning
- Introduction to Python | How to write code in Google Colab, Jupyter Notebook, Pycharm & IDLE
SUPERVISED LEARNING – CLASSIFICATION & REGRESSION
- Advertisement Sale prediction from an existing customer using LOGISTIC REGRESSION
- Salary Estimation using K-NEAREST NEIGHBOR
- Character Recognition using the SUPPORT VECTOR MACHINE
- Titanic Survival Prediction using NAIVE BAYES
- Leaf Detection using DECISION TREE
- Handwritten digit recognition using RANDOM FOREST
- Evaluating Classification Model Performance using CONFUSION MATRIX, CAP CURVE ANALYSIS & ACCURACY PARADOX
- Classification Model Selection for Breast Cancer Classification
- House Price Prediction using LINEAR REGRESSION Single Variable
- Exam Mark Prediction using LINEAR REGRESSION Multiple Variable
- Predicting the Previous salary of the New Employee using POLYNOMIAL REGRESSION
- Stock price prediction using SUPPORT VECTOR REGRESSION
- Height Prediction from the Age using DECISION TREE REGRESSION
- Car price prediction using RANDOM FOREST
- Evaluating Regression model performance using R-SQUARED
INTUITION & ADJUSTED R-SQUARED INTUITION
- Regression Model Selection for Engine Energy Prediction.
UNSUPERVISED LEARNING – CLUSTERING
- Identifying the Pattern of the Customer Spent using K-MEANS CLUSTERING
- Customer Spending analysis using HIERARCHICAL CLUSTERING
- Leaf types data visualization using PRINCIPLE COMPONENT ANALYSIS
- Finding Similar Movie based on ranking using SINGULAR VALUE DECOMPOSITION
UNSUPERVISED LEARNING – ASSOCIATION
- Market Basket Analysis using APIRIORI
- Market Basket Optimization/Analysis using ECLAT
- Web Ads. Click through Rate optimization using UPPER BOUND CONFIDENCE
NATURAL LANGUAGE PROCESSING
- Sentimental Analysis using Natural Language Processing
- Breast cancer Tumor prediction using XGBOOST
- Bank Customer classification using ANN
- Pima-Indians Diabetes Classification using CONVOLUTIONAL NEURAL NETWORK
- A.I Snake Game using REINFORCEMENT LEARNING
What you will get
✅ Complete Video recordings of the course
✅ All attachment Download – PPT, Mindmap, Source code & Dataset
✅ Private Community Access
✅ E-Internship Certificate
✅ Lifetime course validity
Sample Internship Certificate
Frequently asked questions
- Once I have Done the Payment where should I access the course?
After the payment is done. Please signup to learn.pantechsolutions.net using the same mail id used for payment.
- Where can I access the course?
You can access the courses in our learning portal learn.pantechsolutions.net
- What is the validity of the course?
Each course’s validity varies from each plan you have chosen.
- Is it only Self Paced Learning or I will get a Live session?
It is a Self-paced Learning. Apart from that you will be having live sessions on Mastermind
- Where can I clear my doubts?
You can clear doubts in Weekly Mastermind Session.
- Will you provide job opportunities?
We will provide all the skillset that is needed to get a job
- Can I Take More than One Course at a Time?
Yes, you can each progress of the course will be noted respectively.
- My Payment Did Not Go Through. What Do I Do?
Please Mail us to firstname.lastname@example.org
- When do I get my internship Certificate?
The internship Certificate will be generated automatically in the portal after completing the course for 100% . you can download from the portal for the respective course.
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