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Things you will learn

Key highlights

Tools you can work hands on

Machine Learning with Python

Program Contents

  • Python Basics
  • Python Data Structures
  • Python Programming Fundamentals
  • File handling in Python
  • Working with NumPy Arrays
  • Create
  • Insert
  • Delete
  • Update
  • Where
  • Orderby
  • Drop
  • Join
  • App Routing
  • URL Building
  • HTTP Methods
  • Templates
  • Request Object
  • Cookies
  • Session
  • File Uploading
  • Redirect & Errors
  • Flashing
  • SQLite
  • WTF
  • Cleaning Data
  • Cleaning Empty Cells
  • Cleaning Wrong Format
  • Cleaning Wrong Data
  • Removing Duplicates
  • Feature Selection
  • Numpy
  • Pandas
  • SciPy
  • Matplotlib
  • Seaborn
  • Linear Functions
  • Plotting Functions
  • Slope and Intercept
  • Percentiles
  • Standard Deviation
  • Variance
  • Correlation & Correlation Matrix
  • Confusion Matrix
  • Causality
  • Linear Regression
  • Supervised Learning
  • Classification
  • Regression
  • Estimation
  • Unsupervised Learning
  • Clustering
  • Prediction
  • Reinforcement Learning
  • Decision Making
  • Simple Linear Regression
  • Multiple Linear Regression
  • Polynomial Regression
  • Stepwise Regression
  • Ridge Regression
  • Lasso Regression
  • ElasticNet Regression
  • Support Vector Regression(SVR)
  • Decision Tree Regression
  • Random Forest Regression
  • Logistic Regression
  • K-Nearest Neighbors(K-NN)
  • Support Vector Machine(SVM)
  • Kernel SVM
  • Naive Bayes
  • Stochastic Gradient Descent
  • Random Forest Classification
  • Associate Rule Learning
  • Apriori
  • F-P Growth Algorithm
  • Connectivity-based Clustering(Hierarchical
    Clustering)
  • Centroids-based Clustering(Partitioning methods)
  • Density-based Clustering(Model based methods)
  • Fuzzy Clustering
  • Constraint-based(Supervised Clustering)
  • Auto Encoders
  • Ensemble Methods
  • BeautifulSoup
  • Neurons & Perceptron
  • Activation Function
  • Gradient Descent
  • Stochastic Gradient Descent
  • Backpropagation
  • Optimization Algorithms
  • SGD
  • Momentum
  • NAG
  • Adagrad
  • Adadelta
  • RMSprop
  • Adam
  • Batch Normalization
  • Hyperparameter tuning
  • Interpretability
  • Generative Adversarial Networks (GANs)
  • Radial Basis Function Networks (RBFNs)
  • Multilayer Perceptrons (MLPs)
  • Self Organizing Maps (SOMs)
  • Deep Belief Networks (DBNs)
  • Restricted Boltzmann Machines( RBMs)
  • Convolutional Neural Network & its Layers
  • CNN Architecture
  • Deep Learning Frameworks:
    • Tensorflow
    • Keras
    • PyTorch
  • Introduction to RNN 
  • LSTM(Long Short Term Memory)
  • Lemmatization and Stemming
  • Keyword Extraction
  • Topic Modeling
  • Aspect Mining
  • Named Entity Recognition
  • Machine Translation and more
  • Overview
  • Image Conversion
  • Drawing Functions
  • Blur
  • Filtering
  • Color and Face Detection

Advance plans

Choose your plan of action. Grow and ace with us.

₹ 30,000

PRO

Save up to 30% each month

Duration: 4 months

₹ 35,000

PREMIUM

Save up to 30% each month

Duration: 5 months

Capstone projects

Undergo practical learning and work on real time projects 

Video Augmented Reality
Object Tracking
Stock Price
Speech Emotion Analysis

Certification

For your dedication and commendable efforts to learning, for completion of the training as well as the projects accurately and within the timelines given, you earn industry-recognized certifications.

On successful completion of your program, you are eligible to receive a certificate of completion from SkillVertex

By taking an upskilling program with SkillVertex and completing your program, you get your certification which has validity of a lifetime.

After completion of your program of entire training module and assessments, you are eligible to obtain your certificate from SkillVertex.

Testimonials

What our Students say about us

As a user, you can avail a the payment mode of your choice. The available modes are: UPI, debit/credit card, No cost EMI, Netbanking/Mobile banking.

When enrolling into SkillVertex’s training upskilling programs, you are associated with us for a duration of 2 months. Where as, with SkillVertex’s Advance Upskilling programs, you are associated with us for a duration of 5 months.

At SkillVertex, you are mentored by industry experts who have been/are working in the industry for a decent time and have a strong grasp in their domain of expertise. The process is tailored to provide concept clear training and practical hands-on learning during your upskilling journey.

With No cost EMI as a mode of payment, you can easily avail the same if you qualify a basic eligibility criteria.