Data science (Advanced)
Data-Driven Excellence: Where Precision Meets Progress in Every Training Module
Embark on a transformative journey with our Data Science Mastery Program—an immersive learning experience meticulously designed to empower participants in conquering the intricacies of the dynamic field of data science. This comprehensive program covers a diverse range of essential modules, providing participants with a well-rounded understanding of key concepts, tools, and techniques.
From the fundamentals of Python programming and data analysis to the intricacies of advanced machine learning and artificial intelligence, participants will not only acquire knowledge but also develop the skills needed to confidently tackle and solve real-world data challenges.
Course Content
COURSE FEE
$3499
DURATION
12 MONTHS
(COURSE DURATION - 3 MONTHS )
Curriculum
- Introduction to Python programming language
- Basics of coding, syntax, and data structures
- Hands-on exercises to build a strong foundation in Python
- Utilizing NumPy and Pandas for data manipulation and analysis
- Creating insightful visualizations with Matplotlib and Seaborn
- Practical applications of Python in data science projects
- Excel basics and advanced functions for data analysis
- Building data models and dashboards in Excel
- Data cleaning and transformation techniques
- Techniques for exploring and understanding datasets
- Data visualization for EDA using Python libraries
- Extracting meaningful insights from raw data
- Fundamentals of SQL for data extraction and manipulation
- Combining SQL with Python for seamless data analysis
- Practical SQL applications in real-world scenarios
- Introduction to Tableau and its role in data visualization
- Creating interactive and compelling visualizations
- Integration of Tableau with other data science tools
- Understanding the basics of supervised learning
- Regression models for predicting continuous outcomes
- Hands-on implementation of regression algorithms in Python
- Overview of artificial intelligence and its applications
- Essential statistical concepts for data scientists
- Integration of AI and statistics in data-driven decision-making
- Formulating hypotheses and conducting statistical tests
- Interpreting results and drawing conclusions
- Practical applications of hypothesis testing in data science projects
- Introduction to PowerBI for Business Intelligence
- Creating interactive dashboards and reports
- Integration of PowerBI with other data tools
- Application of logistic regression in classification problems
- Evaluating model performance and making predictions
- Real-world examples of logistic regression in action
- Understanding decision tree algorithms
- Building decision tree models for classification tasks
- Overview of Classification and Regression Trees (CART)
- Implementation of CART algorithms for predictive modeling
- Ensembling techniques for improving model accuracy
- Introduction to Support Vector Machines and their Applications
- Hands-on experience with SVM for classification problems
- Optimization and tuning of SVM models
- Exploring unsupervised learning concepts
- Clustering algorithms for grouping similar data points
- Practical applications of clustering in data science
- Dimensionality reduction using PCA
- Extracting essential features from high-dimensional datasets
- PCA applications in machine learning and data analysis
- Understanding ensemble learning techniques
- Building and combining models for improved performance
- Real-world examples of ensemble modeling
- Exploring the capabilities and applications of ChatGPT
- Integrating natural language processing into data science projects
- Enhancing communication and interaction with AI models
- Applying acquired skills and knowledge to solve a real-world data science challenge
- Project development, presentation, and peer evaluation
- Hands-on experience in a real-world data science or machine learning environment
- Collaboration with industry professionals and mentors
- Gaining practical insights and building a strong professional network
Capstone Projects
Retail
Techniques used, Market Basket Analysis, RFM (Recency Frequency Monetary) Analysis, Time Series Forecasting.
E-commerce
Techniques used: Text Mining, Kmeans Clustering, Regression Trees, XGBoost, Neural Network.
Web & Social Media
Techniques used: Topic Modelling 9 Latent Dirichlet Allocation, K-Means & Hierarchical Clustering
Banking
Techniques used: Linear Discriminant Analysis, Logistic Regression, Neural Network, Boosting, Random Forest, CART
Supply Chain
Techniques used: Text Mining, Kmeans Clustering, Regression Trees, XGBoost, Neural Network.
Healthcare
Techniques used: Logistic Regression, Random Tree, ADA Boost, Random Forest, KSVM
Insurance
Techniques used: NLP (Natural Language Processing), Vector Space Model, Latent Semantic Analysis
Entrepreneurship/Start Ups
Techniques used: Univariate and Bivariate Analysis, Multinomial Logistic Regression, Random Forest
Finance & Accounts
Techniques used: Conditional Inference Tree, Logistic Regression, CART and Random Forest
The Data Science Landscape
- Growth of the data science in last 10 years
- +90% of 500 fortune companies have data science initiatives
- Data savvy managers needed in upcoming 5 years
- Roles Offered(Job opportunities in market + max & min salary for this job)
50X
Growth of the data science in last 10 years
1.5 Million
Data savvy managers needed in upcoming 5 years
$108,000
mean salaray for positions in data science field across the globe
90%
fortune 500 companies have Data Science initiatives under way
Growth of the data science in last 10 years
Data savvy managers needed in upcoming 5 years
Mean salary for positions in data science field across the globe
Fortune 500 companies have Data Science initiatives under way
Benefits of the Course
Live and Online
Lessons
Roles Offered
Why Choose BSL?
Choosing BSL as Your Training Partner: A Decision for Success
In the dynamic landscape of professional development, choosing the right training partner is paramount to achieving your goals and staying ahead of the curve. Here’s why selecting BSL as your training partner is a strategic move toward success:
1. Industry-Leading Expertise:
BSL boasts a team of seasoned professionals and industry experts who bring a wealth of practical knowledge to the training programs. Benefit from the insights of leaders who have navigated the challenges of various sectors successfully.
2. Tailored Training Solutions:
No two individuals or organizations are the same, and neither should their training be. BSL understands this, offering customized training solutions that cater to the specific needs and goals of our clients. From corporate training to individual skill enhancement, our programs are designed with precision.
3. Cutting-Edge Curriculum:
Stay on the forefront of industry trends with BSL's cutting-edge curriculum. We continuously update our training modules to reflect the latest advancements, ensuring that our clients are equipped with the most relevant and up-to-date skills.
4. Proven Track Record:
BSL's success stories speak volumes. With a track record of delivering tangible results for individuals and organizations, we take pride in being a trusted training partner. Join the ranks of those who have experienced career growth, improved performance, and enhanced skillsets through BSL's training programs.
5. State-of-the-Art Training Facilities:
Immerse yourself in an environment designed for optimal learning. BSL's state-of-the-art training facilities provide a conducive atmosphere where participants can focus on their development without distractions.
6. Focus on Practical Application:
Knowledge is only valuable when it can be applied effectively. BSL's training programs prioritize hands-on experience and practical application. Our participants leave not just with theoretical knowledge but with the ability to implement what they've learned in real-world scenarios.
7. Continuous Support and Mentoring:
Your journey with BSL doesn't end with the completion of a program. We believe in continuous support and mentoring. Stay connected with mentors, industry experts, and fellow participants through our post-training support systems.
8. Commitment to Excellence:
At the heart of BSL is an unwavering commitment to excellence. We strive for nothing less than the highest standards in training and development. When you choose BSL, you choose a partner dedicated to your success.
Make the strategic choice for your professional growth. Choose BSL as your training partner and embark on a journey of skill enhancement, career advancement, and lasting success. Your success story starts with BSL.
Placement Assistance
With qualified opportunities from the best organizations in the world, BSL makes sure your skills get the spotlight they deserve.
One-on-one Session
Career Guidance
Placement Support
Resume Building
Mock Interviews
Soft Skills Training
LinkedIn profile
Giving an overview of ATS
Interview Assistance
Batch Profile
By Industry
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By Work Experience
By Highest Qualification
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By Degree Type
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By Age (In Years)
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By Gender
Our Certificate
In Collaboration With
BSL's Collaboration with NSDC International
Unleashing Boundless Global Opportunities for Exceptional
Talent
Transforming Careers, Shaping Futures for Over 19 Years At BSL, our journey is a testament to the power of visionary leadership, unwavering commitment, and a relentless pursuit of excellence. For over 19 years, we have stood as a beacon in the training and recruitment landscape, forging pathways for individuals to realize their professional aspirations. Partnering with NSDC International (NSDCI), BSL is driving a vision shaped by forward-thinking ideals. Dedicated to redefining global talent dynamics, NSDCI offers individuals unique opportunities in the international job market. Together, BSL and NSDCI aim to create a global community where talent knows no bounds
FAQ
1. Are these courses suitable for beginners with no prior experience in analytics
Yes, our courses cater to participants at all skill levels. Whether you’re a beginner or an experienced professional, our training programs provide a structured curriculum to accommodate diverse learning needs.
2. What kind of certification will I receive upon course completion?
Upon successful completion of a course, participants will receive a certification from BSL. Our certificates are recognized in the industry and validate the skills and knowledge gained during the training.
3. How are the courses delivered – online or in-person?
Currently, our courses are offered through online platforms, providing flexibility and accessibility to participants worldwide. This format allows learners to progress at their own pace while receiving support from instructors and peers.
4. Can I get assistance with job placement after completing a course?
While we don’t guarantee job placement, we provide support in terms of career guidance, resume building, and networking opportunities. Our courses are designed to equip participants with skills sought after in the industry, increasing their employability.
5. How do I enroll in a course?
Enrolling is easy! Visit our website, navigate to the courses section, choose your desired course, and follow the straightforward enrollment process. For any additional assistance, feel free to contact our support team.
6. Is financial aid or installment options available for course fees?
We understand the importance of accessibility. Please contact our support team to discuss available options, including financial aid or installment plans, to make our courses more accessible to a broader audience.
7. Can I access course materials after completing the training?
Yes, participants have continued access to course materials after completion, allowing them to revisit content and stay updated on industry trends.
