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Data Scientist

Are you eager to embark on the data science career path and become a data scientist? As data scientists play a pivotal role in today's data-driven world, guiding crucial decisions and solving intricate problems, it's imperative to understand the career path for data scientists. At Great Learning, we provide various resources to help you navigate the data science career path effectively. Explore the best online data scientist courses, ensuring you're well-prepared for a successful journey in this dynamic field.

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Begin your learning experience and become a data scientist with certificate courses curated to land your dream job.

Data Science

Analytics Landscape

Data Science Life Cycle fundamentals

Programming Concepts

Python Basics

Variables and Data types in Python

Operators and Strings in Python

Python Data Structures

Control Flow Statements and Functions

OOPs

Components of Data Science

Data Science Architecture

Skills needed to learn Python

NumPy and Pandas libraries

Python Basics

NumPy

Pandas

Matplotlib

Seaborn

Plotly

Basics of Probability

Marginal Probability

Bayes Theorem

Central Tendency

Measures of Variability

Measure of Skewness

Kurtosis

Hypothesis Testing

T-test

Probability

Statistics

Normal Distribution

Sampling Distribution

Hypothesis

Central Limit Theorem

Tableau

Data Visualization

Data Science

Data Visualization

Power BI

Components of Power BI

Visual Analytics

Practical visualization walkthrough

IPL data analysis with Python

Visualising

Regression Analysis

Machine Learning

Data Transformation

Python

Jupyter Notebook

Statistics

Regression Models

Data Analytics

Data Visualizations

Unsupervised Learning

Clustering

k-means Clustering

Covid Analysis

Analysis of Indian Education System

Project on FIFA Data

Machine Learning

Student grade prediction

Salary prediction

Predicting beer consumption

ANN

Tensorflow

Keras

Gradient

Backpropagation

Reinforcement Learning

States

Actions

State based mechanism in Reinforcement Learning

Data Augmentation

Weight Initialization

Regularization

Image processing using Neural Networks

Image Classification

Case study problems

Object Detection Using OpenCV and Python Converting Images to Different Forms"

Flask

Model Deployment

Heroku

Forecasting using Python

Exponential Smoothing

ARIMA

Time Series in R

R Commands

R Packages

R Functions

R Datatypes

Operators in R

RStudio

EDA concepts

EDA in python

Visualization tools

Marginal Probability

Bayes Theorem

Binomial Distribution

Normal Distribution

Poisson Distribution

Hypothesis Testing

Type I and Type II error

Chi-Square test

ANOVA

Linear Regression

Concept of Multicollinearity

R Square

Predictive Modeling

Credit Risk Modelling

Market Risk Optimization

RFM Analysis

KINME

Clustering

KINME

Linear Programming

ggplot2

EDA

Data Science Architecture

Components of Data Science

Popular applications of Data Science

Time series analysis

Model forecast theory

Time Series Forecasting

Time Series Demo

Feature Selection

Linear Discriminant Analysis with Python

Time series forecasting

Clustering

Market Basket Analysis

Regression

CART

Random Forest

Time Series Forecasting

Decision Trees

Credit Risk Modeling

Optional Free Courses

Data Science Foundations

4.45

2 hours

6.3L+ Learners

Beginner

4.45

2 hours

6.3L+ Learners

Beginner

Python Fundamentals for Beginners

4.55

9 hours

7.5L+ Learners

Beginner

4.55

9 hours

7.5L+ Learners

Beginner

Python for Data Science

4.43

2 hours

1.1L+ Learners

Beginner

4.43

2 hours

1.1L+ Learners

Beginner

Data Visualization using Python

4.55

3 hours

78.6K+ Learners

Intermediate

4.55

3 hours

78.6K+ Learners

Intermediate

Probability for Data Science

4.47

2 hours

53.3K+ Learners

Beginner

4.47

2 hours

53.3K+ Learners

Beginner

Introduction to Descriptive Statistics

4.46

1 hours

9.5K+ Learners

Beginner

4.46

1 hours

9.5K+ Learners

Beginner

Hypothesis Testing

4.5

2 hours

9.3K+ Learners

Beginner

4.5

2 hours

9.3K+ Learners

Beginner

Statistics for Data Science

4.58

8 hours

67.4K+ Learners

Beginner

4.58

8 hours

67.4K+ Learners

Beginner

Data Visualization using Tableau

4.52

2 hours

1.1L+ Learners

Beginner

4.52

2 hours

1.1L+ Learners

Beginner

Data Visualization With Power BI

4.52

2 hours

2.7L+ Learners

Beginner

4.52

2 hours

2.7L+ Learners

Beginner

Basics of EDA with Python

4.55

2 hours

12.3K+ Learners

Beginner

4.55

2 hours

12.3K+ Learners

Beginner

Data Mining

4.51

3 hours

39.6K+ Learners

Intermediate

4.51

3 hours

39.6K+ Learners

Intermediate

Data Science with Python

4.61

12 hours

1L+ Learners

Beginner

4.61

12 hours

1L+ Learners

Beginner

Unsupervised Machine Learning with K-means

4.42

2 hours

11.2K+ Learners

Beginner

4.42

2 hours

11.2K+ Learners

Beginner

Python Projects

4.36

1 hours

49.9K+ Learners

Beginner

4.36

1 hours

49.9K+ Learners

Beginner

Prediction Project Using Python

4.48

1 hours

8.4K+ Learners

Intermediate

4.48

1 hours

8.4K+ Learners

Intermediate

Deep Learning with Python

4.55

8 hours

33.5K+ Learners

Intermediate

4.55

8 hours

33.5K+ Learners

Intermediate

Reinforcement Learning with Python

4.5

6 hours

12.8K+ Learners

Intermediate

4.5

6 hours

12.8K+ Learners

Intermediate

Digital Image Processing

4.46

5 hours

71K+ Learners

Beginner

4.46

5 hours

71K+ Learners

Beginner

Machine Learning Model Deployment using Flask

4.34

1 hours

9.3K+ Learners

Beginner

4.34

1 hours

9.3K+ Learners

Beginner

Model Deployment using Heroku

4.36

1 hours

7.1K+ Learners

Beginner

4.36

1 hours

7.1K+ Learners

Beginner

What is Forecasting?

4.46

1 hours

6.1K+ Learners

Beginner

4.46

1 hours

6.1K+ Learners

Beginner

Time Series Analysis Stock Market Prediction Python

4.47

2 hours

14.4K+ Learners

Beginner

4.47

2 hours

14.4K+ Learners

Beginner

Introduction to R

4.56

1 hours

1.7L+ Learners

Beginner

4.56

1 hours

1.7L+ Learners

Beginner

Basics of Exploratory Data Analysis

4.51

2 hours

99.4K+ Learners

Beginner

4.51

2 hours

99.4K+ Learners

Beginner

Probability and Probability Distributions for Machine Learning

4.49

2 hours

19.2K+ Learners

Beginner

4.49

2 hours

19.2K+ Learners

Beginner

Statistical Methods for Decision Making

4.44

2 hours

62.4K+ Learners

Intermediate

4.44

2 hours

62.4K+ Learners

Intermediate

Regression Analysis Using R

4.53

3 hours

29.8K+ Learners

Beginner

4.53

3 hours

29.8K+ Learners

Beginner

Financial Risk Analytics

4.55

2 hours

86.1K+ Learners

Beginner

4.55

2 hours

86.1K+ Learners

Beginner

Marketing and Retail Analytics

4.62

3 hours

36.8K+ Learners

Beginner

4.62

3 hours

36.8K+ Learners

Beginner

Marketing & Retail Analytics - Advanced

4.58

1 hours

22.1K+ Learners

Advanced

4.58

1 hours

22.1K+ Learners

Advanced

Linear Programming for Data Science

4.59

3 hours

11.9K+ Learners

Beginner

4.59

3 hours

11.9K+ Learners

Beginner

Data Visualisation with R

4.51

1 hours

6.2K+ Learners

Beginner

4.51

1 hours

6.2K+ Learners

Beginner

Popular Applications of Data Science

4.55

1 hours

11.5K+ Learners

Beginner

4.55

1 hours

11.5K+ Learners

Beginner

Time Series Analysis in R

4.54

5 hours

10.7K+ Learners

Intermediate

4.54

5 hours

10.7K+ Learners

Intermediate

Multivariate Time Series Forecasting in R

4.49

2 hours

4.6K+ Learners

Intermediate

4.49

2 hours

4.6K+ Learners

Intermediate

Linear Discriminant Analysis Applications

4.42

1 hours

2.6K+ Learners

Intermediate

4.42

1 hours

2.6K+ Learners

Intermediate

Case Studies from Retail and E-commerce

4.23

4 hours

18.5K+ Learners

Beginner

4.23

4 hours

18.5K+ Learners

Beginner

Case Studies from Banking and Finance Industry

4.26

5 hours

35.5K+ Learners

Beginner

4.26

5 hours

35.5K+ Learners

Beginner