Certificate Program in
Data Analytics/Business Analytics
1. Overview:
– Data Analytics and Business Intelligence involve the collection, analysis, and interpretation of data to guide strategic decisions and optimize business performance.
2. Techniques and Methods:
– Utilizes statistical analysis, data mining, and predictive modeling.
– Extracts actionable insights from large datasets.
3. Benefits and Outcomes:
– Uncovers trends, patterns, and correlations for business insights.
– Identifies opportunities, mitigates risks, and improves operational efficiency.
4. Business Intelligence Tools:
– Provides intuitive dashboards and reports for data visualization and presentation.
– Enables stakeholders to make informed decisions quickly and effectively.
5. Impact and Relevance:
– Drives innovation and enhances competitiveness across industries.
– Aids in achieving organizational objectives in the data-driven business landscape.
September 2024 Program Start Day
8 Weeks Duration
Mentor Led Mode of learning
31st August 2024 Application Deadline
Tools Covered
Course Curriculum
- What is data analysis
- Importance of data analysis in various industries
- Overview of tools and technologies used in data analysis
- Descriptive vs. inferential statistics
- Measures of central tendency and dispersion
- Probability distributions
- Data types and data structures
- Data cleaning techniques
- Data transformation and manipulation using libraries like pandas in Python
- Importance of data visualization
- Types of charts and graphs
- Tools like Matplotlib and Seaborn for visualization
- Understanding the structure of the data
- Identifying patterns and relationships
- Univariate, bivariate, and multivariate analysis techniques
- Basics of SQL (Structured Query Language)
- Retrieving data using SELECT statement
- Filtering, sorting, and aggregating data
- Overview of machine learning concepts
- Supervised vs. unsupervised learning
- Introduction to algorithms like linear regression and k-means clustering
- Techniques for evaluating machine learning models
- Cross-validation and model selection
- Overfitting and underfitting
- What is big data?
- Challenges and opportunities of big data
- Introduction to Hadoop and Spark
- Data analysis libraries in Python (NumPy, Pandas, Matplotlib)
- Hands-on exercises and projects using real-world datasets
- Introduction to R programming language
- Data manipulation and visualization in R
- Comparisons with Python for data analysis tasks
- Overview of popular analytics tools (Tableau, Power BI, etc.)
- Cloud-based analytics platforms like Google Analytics, AWS, etc.
- Communicating insights effectively through data visualization
- Storytelling techniques for presenting analysis results
- Privacy concerns and data protection regulations
- Bias and fairness in data analysis
- Ethical responsibilities of a data analyst
- Job roles and responsibilities of a data analyst
- Salary trends and growth opportunities in the Indian market
- Tips for building a successful career in data analysis
Application Process
An easy but thorough process to help you learn important skills that will boost your career.
Step 1Application Submission:
Complete and review the form before submission. A meticulously filled out application aids us in evaluating your educational objectives and facilitates your seamless enrollment into the program.
Step 2Offer Letter Receipt:
Upon successful application, you will receive an offer letter to enroll, encapsulating comprehensive details about the program, the associated fee structure, an the payment schedule.
Step 3Block Your Seat:
Secure your seat by making a nominal payment to confirm your acceptance into the program.
Offering Course Programs
Personalized Self-Program
₹4500/-
-
30+ hours of exclusive video lessons. -
2 minor projects + 1 Capstone project -
6 months LMS access -
Selected interview questions -
Handy PDF study materials -
Tailored CV-making tips -
Course completion certificate from My Job Grow -
Project completion certificate from our esteemed co-partnered company -
Co-branded certificate with IIT
Hybrid Program (Trainer + Self)
₹5500/-
-
8 hours of live classes with real-time doubt solving -
30+ hours of exclusive video lessons -
3 minor projects + 1 Capstone project -
6 months LMS access -
Selected interview questions -
Handy PDF study materials -
Tailored CV-making tips for ATS -
Course completion certificates & Letter of Recommendation (LOR) -
Project completion certificate -
Co-branded certificate with IIT
Trainer Led live Program
₹6500/-
-
16-20 hours of live learning with real-time doubt solving. -
30+ hours of exclusive video lessons -
5 minor projects + 2 capstone projects -
6 months LMS access. -
Selected interview questions & Mock Interviews. -
Handy PDF study materials -
Tailored CV-making tips for ATS -
Course completion certificates & Personalized Letter of Recommendation (LOR) -
Project completion certificate -
Co-branded certificate with IIT
