About Course
This course provides you with the latest job-ready tools and skills, including open source tools and libraries, Python, databases, SQL, data visualization, data analysis, statistical analysis, predictive modelling, and machine learning algorithms. You’ll learn data science through hands-on practice using real data science tools and real-world data sets.
What Will You Learn?
- Learn the basics of high-level programming languages using a simple introduction into Python programming.
- Understanding the various modules like Numpy, Pandas, etc used in Data Science.
- Learn to handle datasets with data preprocessing.
- Get in depth knowledge about data analytics and evaluation.
- Learn how to create dashboards, storytelling and deploying models
- Intern with us on live projects
- Create a strong skill for your personal purpose/career
- Learn the various classification models and machine learning models.
Course Content – Data Science
- Introduction to Python
- Objects and Data Structure (String, List Tuple, dictionary, sets, and Booleans)
- Statements in Python (If else, for loop and while loop)
- Functions in python
- Modules and packages
- Basic built-in python modules
- NumPy (vector procession)
- Pandas (Data Processing)
- Matplotlib (Visualization)
- Seaborn (Visualization)
- SK-Learn
- Acquiring and importing the dataset
- Handling the missing values
- Handing Categorical Features
- Feature engineering and Feature selection(Importance)
- Scaling and Normalizing the data
- Data Decomposition and split
- Answering Questions through data
- Data Visualization (line, scatter plots)
- Analyse various aspects of the data
- Statistical Analysis
- Correlation Analysis (positive and negative correlation, multicollinearity)
- Creating All Machine Learning Models (Theory and Code Implementation)
- Regression: From Scratch and with modules
- Classification
- Parameter Optimization using Grid Search
- Model Evaluation with various parameters
- SE, MSE, MAE, RMSE, R2 score, etc.
- Confusion Matrix, Accuracy, Precession, Recall, F1 Score
- K-fold Cross Validation
- What is Dashboarding
- Creating dashboards and Reports
- Creating a web app for your model
- Deploying your model App into localhost
- Discussion of Major Project as a part of curriculum
Learning Plans
Check the pricing plans below that suits the best of your requirements.
Self Learning
₹ 4,600
₹5,900
Save up to 30%
- Recorded video lectures
- Industrial projects
- Certifications
- Live sessions
- Direct mentoring
- Doubt clearing sessions
- Aptitude grooming
- Personality development
- Group discussions
- Resume building
- Placement assistance
Mentor Learning
₹ 7,100
₹9,200
Save up to 30%
- Live sessions
- Recorded video lectures
- Direct mentoring
- Doubt clearing sessions
- Industrial projects
- Certifications
- Aptitude grooming
- Personality development
- Group discussions
- Resume building
- Placement assistance
Professional
₹11,800
₹15,300
Save up to 30%
- Live sessions
- Recorded video lectures
- Direct mentoring
- Doubt clearing sessions
- Industrial projects
- Certifications
- Aptitude grooming
- Personality development
- Group discussions
- Resume building
- Placement assistance
Certification
For your dedication and commendable efforts to learning, for completion of the training as well as the projects accurately and within the timelines given, you earn industry-recognized certifications.
On successful completion of your program, you are eligible to receive a certificate of completion from LearningBot
By taking a Learning program with LearningBot and completing your program, you get your certification which has validity of a lifetime.
After completion of your program of entire training module and assessments, you are eligible to obtain your certificate from LearningBot.
Testimonials
Frequently Asked Questions
As a user, you can avail a the payment mode of your choice. The available modes are: UPI, debit/credit card, No cost EMI, Netbanking/Mobile banking.
When enrolling into LearningBot’s training programs, you are associated with us for a duration of 2 months. Where as, with LearningBot’s Professional programs, you are associated with us for a duration of 3 months.
At LearningBot, you are mentored by industry experts who have been/are working in the industry for a decent time and have a strong grasp in their domain of expertise.
With No cost EMI as a mode of payment, you can easily avail the same if you qualify a basic eligibility criteria.
