Short-Term Data Science Courses For Higher Secondary Students

Name of the Course

Course Highlights

Duration

Fee (In Rs)

The Data Science Course 2023: Complete Data Science Bootcamp

• The mathematics behind machine learning

• Linear and logistic regressions in Python

• Machine Learning algorithms in Python, using NumPy, statsmodels and scikit-learn

• Pre-processing data

• Coding in Python

• Carrying out cluster and factor analysis

• 
  

• 92 articles

• 542 downloadable resources

• Lifetime access on mobile and TV

• Certificate of completion

31 hours

3,499

Complete Machine Learning & Data Science Bootcamp 2023

• Real life case studies and projects

• Machine Learning algorithms

• Data visualisation tools like Matplotlib and Seaborn

• NumPy and its use in machine learning

• Classification and Regression modelling

• Programming in Python using the latest Python 3

• 57 articles

• 14 downloadable resources

• 1 coding exercise

• Lifetime access on mobile and TV

• Certificate of completion

43.5 hours

3,499

Python for Data Science and Machine Learning Bootcamp

• Using Python for Data Science and machine learning

• Using Spark for Big Data Analysis

• Machine learning algorithms

• Using NumPy for Numerical Data

• Using Pandas for Data Analysis

• Using Matplotlib for Python Plotting

• Using Seaborn for statistical plots

• Using Plotly for interactive dynamic visualisations

• K-Means Clustering

• Logistic Regression

• Linear Regression

• Neural Networks

• Support Vector Machines

• 13 articles

• 5 downloadable resources

• Lifetime access on mobile and TV

• Certificate of completion

25 hours

3,499

Data Science: Supervised Machine Learning in Python

• Understanding and implementing K-Nearest Neighbours in Python

• Limitations of Bayes Classifiers and KNN

• Understanding and implementing Naive Bayes and General Bayes Classifiers in Python

• Concepts of feature extraction and feature selection

• Sci-Kit Learn

• Lifetime access on mobile and TV

• Certificate of completion

6.5 hours

1,299

Data Science A-Z™: Hands-On Exercises & ChatGPT Bonus [2023]

• Performing all steps in a complex Data Science project

• Creating basic Tableau Visualisations

• Performing Data Mining in Tableau

• Understanding how to apply the Chi-Squared statistical test

• Creating a Multiple Linear Regression (MLR)

• Cumulative Accuracy Profile (CAP) to assess models

• Creating Conditional Splits in SSIS

• Dealing with Text Qualifier errors in RAW data

• Creating Scripts in SQL

• CAP curve

• 7 articles

• Lifetime access on mobile and TV

• Certificate of completion

21 hours

3,499

Name of the Course

Course Highlights

Duration

Fee

Data Science and Machine Learning: Making Data-Driven Decisions

• Classes by renowned MIT faculty

• Personalised mentorship and support

• Hands-on training and practicals

• Foundations of Data Science

• Spectral Clustering, Components and Embeddings

• Regression and Prediction

• Classification and Hypothesis Testing

• Networking and Graphical Models (Non Graded)

• Certificate of completion from MIT IDSS

12 weeks

$ 1,900

• Basics of Excel

• SQL Programming

• Python Programming

• Tableau

• Comprehensive curriculum and hands-on learning

• Certificate of course completion

16 weeks

Rs 1,00,000

Name of the Course

Course Highlights

Duration

Fee (In Rs)*

Data Science Foundations: Fundamentals by Barton Poulson

• Vocabulary, skills, jobs, tools and techniques of Data Science

• Machine learning and artificial intelligence

• Gathering and analysing data, formulating rules for classification and decision-making

• Certificate of course completion

3 hours 41 minutes

1,400

Python for Data Science Essential Training Part 1 by Lillian Pierson

• Practical Data Science project

• Techniques to clean, reformat, transform, and describe raw data

• Generating visualisations

• Removing outliers

• Perform simple data analysis

• Generating interactive graphs using the Plotly library

• Certificate of course completion

6 hours

1,600