Data Science & Machine Learning

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Data Science & Machine Learning

Description
Curriculum

Course Details

Our online course aim to make you confident in handling all basic and advanced tools and technologies required for Data Science & Machine Learning.

Learning Objective

After the successful completion of this course the candidate will

Get a clear concept on what is Data Science and Machine Learing
Get a clear understanding on types regression analysis
Hands-on project experience

Who Can Enrol for the Course?

Professionals who wish to upgrade their skills
Those who wish to change their career in Data Science
Freshers who wish to become a data scientist ,data analyst
Anyone who have a positive attitude to learn the new technolgies

Python - Introduction

Jupyter Notebook Introduction and Installation
Lists, Tuples,Dictionaries, Sets

Introduction to Numpy

Numby Arrays, Indexing ,Operations

Introduction to Pandas

Indexing and selecting data
Merge and Append
Lambda Functions and Pivot Tables
Get and clean Data

Data Visualisation

Plots using Matplotlib, Seaborn,Plotify
Interactive Plots

Exploratory Data Analysis

Sourcing and cleaning of datas
Different types of data Analysis
Derived Metrics

Error Metrics

Confusion Matrix
Precision
Recall
Specificity
F1 Score
MSE and RMSE

Linear Regression

Simple Linear Regression
Multiple Linear Regression
Model Building & Evaluation

Logistic Regression

Univarite and Multivariate Logistic Regression
Model Building & Evaluation

Tree Models

Decision Tree
Random Forest

Support Vector Machines

Kmeans Clustering

Dimensionality Reduction

Neural Net and Deep Learning Fundamentals

Final Project

Enquire About Course

Courses Highlights

Flexible Timings
Weekend and Part Time Batches
Unlimited Lab Time
Individual Grooming Sessions

Certifications

A stamp of excellence, which always helps you get hired.