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Certificate in Machine Learning with Python

What is Computer Application?

Computer applications are software programs that perform specific tasks such as document creation, data analysis, communication, and design, improving efficiency and productivity.

Why is it important for everyone today?

In today’s digital age, computer applications are essential for education, careers, communication, and business, making technology skills crucial for success in all fields.

Who can do the course?

Students, job-seekers, entrepreneurs, professionals, and homemakers wanting basic digital literacy, office tools expertise, or practical computer skills for personal growth, career advancement, or small business success.

🚀 The global IT training market is expected to grow from USD 625.99 billion in 2024 to USD 1,327.02 billion by 2032, at a CAGR of 9.84 %. - Source:Internet
Course

Certificate in Machine Learning with Python

Course Duration: 4 Months

Eligibility: 10+2 or Equivalent (Min)

Admission Now

Course Syllabus Details

➥ Python Fundamentals

➥ Data Types & Variables

➥ Control Statements

➥ Functions

➥ File Handling

➥ OOP Basics

➥ NumPy

➥ Pandas

➥ Matplotlib

➥ Seaborn

➥ Linear Algebra (Vectors, Matrices)

➥ Probability Basics

➥ Statistics (Mean, Median, Variance, Standard Deviation)

➥ Normal Distribution

➥ Correlation & Covariance

➥ Data Collection Concepts

➥ Data Cleaning

➥ Handling Missing Values

➥ Feature Engineering

➥ Encoding Categorical Data

➥ Feature Scaling

➥ Data Visualization

➥ Outlier Detection

➥ Correlation Analysis

➥ Data Interpretation

➥ Linear Regression

➥ Multiple Linear Regression

➥ Polynomial Regression

➥ Regularization (Ridge, Lasso)

➥ Model Evaluation Metrics (MSE, RMSE, R²)

➥ Logistic Regression

➥ K-Nearest Neighbors (KNN)

➥ Support Vector Machine (SVM)

➥ Decision Tree

➥ Random Forest

➥ Naive Bayes

➥ Confusion Matrix

➥ Accuracy, Precision, Recall

➥ F1 Score

➥ ROC Curve & AUC

➥ Cross Validation

➥ K-Means Clustering

➥ Hierarchical Clustering

➥ DBSCAN

➥ Principal Component Analysis (PCA)

➥ Feature Selection Techniques

➥ Bagging

➥ Boosting

➥ Gradient Boosting

➥ XGBoost (Concept)

➥ Hyperparameter Tuning

➥ Grid Search

➥ Random Search

➥ Neural Network Basics

➥ Perceptron

➥ Activation Functions

➥ Backpropagation (Concept)

➥ Jupyter Notebook

➥ Git & GitHub

➥ Introduction to APIs

➥ Saving & Loading Models

➥ Creating Simple API

➥ Basic Web App Integration

➥ Real-world Dataset Practice

➥ End-to-End Machine Learning Workflow

➥ Case Study Analysis

➥ Code Review & Presentation

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📝  Copywriter for Social Media

📢  Online Marketing Associate

🧲  Lead Generation Expert

💼  Freelance Social Media Marketer

🤝  Client Relationship Manager (Social Media)

👨  Facebook Marketing Trainer (Entry-level)

Social Media Influence

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Why Choose SAHFAR Academy?

  • Industry-Relevant Curriculum
  • Experienced Trainers
  • 100% Practical Training
  • Internship Opportunities
  • Placement Assistance
  • Affordable Fee Structure
  • Live Project Exposure

Get Industry Related Certification

Certification

SAHFAR Academy Certification

The SAHFAR ACADEMY Certification is designed to validate your skills with a perfect blend of practical training and theoretical knowledge. Our curriculum is aligned with real-world demands and reviewed by industry experts.

    This certification is recognized by companies across India, making it a trusted mark of your capability. It reflects your readiness to take on professional challenges with confidence and clarity.

    Whether you're starting your career or upskilling for better opportunities, our industry-graded certification ensures your learning meets professional standards and is accepted by leading startups, MSMEs, and corporate houses.

  • Recognized by Industry Experts
  • Adds Value to Resume
  • Skill-Based Assessment
  • Proof of Course Completion
  • Digital & Printable Format
  • Career Accelerator

Voice from Our Students

Get in Touch with Us

Book a Career Counselling Call FREE (Worth ₹999)

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Student Reviews

"SAHFAR ACADEMY’s Digital Marketing course gave me practical skills in SEO, content marketing, and advertising. The trainers were knowledgeable and friendly. I learned through live projects and real tools. This course helped me become confident in handling campaigns. It’s a great choice for anyone starting a career in digital marketing."

Student 1

Biplab Das

Freelancer & Entrepreneur

"I’m very happy with the Digital Marketing training at SAHFAR ACADEMY. The sessions were simple, practical, and highly effective. I learned about Google Ads, social media, and website traffic strategies. The certification is respected by companies. This course has prepared me to work confidently in today’s competitive digital business environment."

Student 2

Priya Das

Freelancer

"The Digital Marketing course was career-changing for me. I had no marketing background, but the training made everything clear and understandable. We worked on practical assignments every week. I now know how to plan and run digital campaigns. Thanks to SAHFAR ACADEMY, I feel job-ready and confident in my skills."

Student 3

Amit Roy

Digital Marketing Job

"SAHFAR ACADEMY provided excellent training in all areas of digital marketing. From keyword research to analytics, I gained complete knowledge. The instructors were supportive and helpful. The hands-on approach made learning very effective. I now feel confident to work in any marketing role. This course has exceeded all my expectations."

Student 4

Misba Ul Islam

Digital Marketing Job

"I’m thankful to SAHFAR ACADEMY for offering such a practical course. The trainers explained complex topics in an easy way. I learned how to grow businesses through online strategies. The real-world examples were helpful. This certification has already boosted my resume and career. I recommend it to all learners."

Student 5

Anirban Ghosh

Businessman

"This digital marketing course at SAHFAR ACADEMY was a turning point in my career. The curriculum covered social media, paid ads, email marketing, and more. I gained confidence and clarity in digital strategies. The teaching method was practical and engaging. I now feel ready to work professionally in this field."

Student 6

Surajit Paul

Entrepreneur

Any Doubts? Let’s Clear

The course duration is typically 6 months including live projects.
Yes, it is designed for absolute beginners as well as professionals.
Yes, upon completion you’ll receive an industry-recognized certificate.
Yes, both online and offline formats are available.
We offer placement assistance through our career support team.
Yes, easy EMI options are available for fee payments.