AI-Powered Learning Path Recommendations - Personalized Study Journey

🤖 AI-Powered Learning Path Recommendations - Personalized Study Journey

🎯 Personalized Learning Dashboard

Your Personalized Learning Journey

AI Learning Assistant Active

<div class="learning-overview">
    <div class="current-path">
        <div class="path-info">
            <h3>Current Learning Path</h3>
            <div class="path-title" id="currentPathTitle">Quantitative Aptitude Master</div>
            <div class="path-progress">
                <div class="progress-bar">
                    <div class="progress-fill" style="width: 65%"></div>
                </div>
                <span class="progress-text">65% Complete</span>
            </div>
        </div>
        <div class="path-estimated">
            <div class="estimated-time">
                <span class="time-label">Estimated Completion</span>
                <span class="time-value" id="estimatedCompletion">12 days</span>
            </div>
            <div class="difficulty-level">
                <span class="difficulty-label">Current Difficulty</span>
                <span class="difficulty-value intermediate">Intermediate</span>
            </div>
        </div>
    </div>

    <div class="ai-insights">
        <div class="insight-card">
            <div class="insight-icon">🧠</div>
            <div class="insight-content">
                <h4>Learning Style Analysis</h4>
                <p>You learn best through <strong>visual problems</strong> and <strong>step-by-step explanations</strong></p>
                <div class="learning-style-bars">
                    <div class="style-bar">
                        <span>Visual</span>
                        <div class="bar-fill" style="width: 85%"></div>
                    </div>
                    <div class="style-bar">
                        <span>Practice</span>
                        <div class="bar-fill" style="width: 75%"></div>
                    </div>
                    <div class="style-bar">
                        <span>Theory</span>
                        <div class="bar-fill" style="width: 60%"></div>
                    </div>
                </div>
            </div>
        </div>

        <div class="insight-card">
            <div class="insight-icon">📈</div>
            <div class="insight-content">
                <h4>Strength Areas</h4>
                <div class="strength-list">
                    <div class="strength-item">
                        <span class="strength-name">Arithmetic Operations</span>
                        <span class="strength-level expert">Expert</span>
                    </div>
                    <div class="strength-item">
                        <span class="strength-name">Data Interpretation</span>
                        <span class="strength-level advanced">Advanced</span>
                    </div>
                    <div class="strength-item">
                        <span class="strength-name">Logical Reasoning</span>
                        <span class="strength-level intermediate">Intermediate</span>
                    </div>
                </div>
            </div>
        </div>

        <div class="insight-card">
            <div class="insight-icon">⚡</div>
            <div class="insight-content">
                <h4>Improvement Focus</h4>
                <div class="focus-areas">
                    <div class="focus-item high-priority">
                        <span class="focus-name">Time & Work Problems</span>
                        <span class="priority-badge high">High Priority</span>
                    </div>
                    <div class="focus-item medium-priority">
                        <span class="focus-name">Advanced Geometry</span>
                        <span class="priority-badge medium">Medium Priority</span>
                    </div>
                    <div class="focus-item low-priority">
                        <span class="focus-name">Speed Enhancement</span>
                        <span class="priority-badge low">Low Priority</span>
                    </div>
                </div>
            </div>
        </div>
    </div>
</div>

🗺️ Interactive Learning Path Map

Your Personalized Learning Path

✅

Foundation Building

Basic arithmetic and number systems

Completed

    <div class="path-connector"></div>

    <div class="path-node completed">
        <div class="node-icon">✅</div>
        <div class="node-content">
            <h4>Core Concepts</h4>
            <p>Percentages, ratios, and proportions</p>
            <div class="node-status">Completed</div>
        </div>
    </div>

    <div class="path-connector"></div>

    <div class="path-node current">
        <div class="node-icon">🎯</div>
        <div class="node-content">
            <h4>Advanced Topics</h4>
            <p>Time & Work, Simple & Compound Interest</p>
            <div class="node-status">In Progress (65%)</div>
        </div>
    </div>

    <div class="path-connector"></div>

    <div class="path-node upcoming">
        <div class="node-icon">🔒</div>
        <div class="node-content">
            <h4>Problem Solving</h4>
            <p>Complex word problems and applications</p>
            <div class="node-status">Unlock Next</div>
        </div>
    </div>

    <div class="path-connector"></div>

    <div class="path-node locked">
        <div class="node-icon">🔒</div>
        <div class="node-content">
            <h4>Mastery Level</h4>
            <p>Speed tests and accuracy improvement</p>
            <div class="node-status">Coming Soon</div>
        </div>
    </div>
</div>

🎓 Recommended Learning Paths

AI-Recommended Learning Paths

Quick Success Path

Recommended

Fast-track learning path focusing on high-weightage topics for quick results

Duration 4 weeks

Difficulty Intermediate

Success Rate 92%

Key Topics:

Arithmetic (40%)
Data Interpretation (30%)
Reasoning (20%)
English (10%)

    <div class="path-card">
        <div class="path-header">
            <h4>Comprehensive Mastery</h4>
            <div class="recommendation-badge popular">Most Popular</div>
        </div>
        <div class="path-details">
            <div class="path-description">
                Complete coverage of all topics with in-depth understanding and practice
            </div>
            <div class="path-stats">
                <div class="stat-item">
                    <span class="stat-label">Duration</span>
                    <span class="stat-value">8 weeks</span>
                </div>
                <div class="stat-item">
                    <span class="stat-label">Difficulty</span>
                    <span class="stat-value beginner">Beginner to Advanced</span>
                </div>
                <div class="stat-item">
                    <span class="stat-label">Success Rate</span>
                    <span class="stat-value">96%</span>
                </div>
            </div>
            <div class="path-topics">
                <h5>Key Topics:</h5>
                <ul>
                    <li>Complete Quantitative Aptitude</li>
                    <li>Full Reasoning Syllabus</li>
                    <li>English Language Mastery</li>
                    <li>General Awareness</li>
                </ul>
            </div>
        </div>
        <div class="path-actions">
            <button class="btn btn-primary" onclick="startLearningPath('comprehensive')">Start Path</button>
            <button class="btn btn-outline" onclick="previewPath('comprehensive')">Preview</button>
        </div>
    </div>

    <div class="path-card">
        <div class="path-header">
            <h4>Weakness Focus</h4>
            <div class="recommendation-badge personalized">Personalized</div>
        </div>
        <div class="path-details">
            <div class="path-description">
                Customized path focusing on your identified weak areas for targeted improvement
            </div>
            <div class="path-stats">
                <div class="stat-item">
                    <span class="stat-label">Duration</span>
                    <span class="stat-value">6 weeks</span>
                </div>
                <div class="stat-item">
                    <span class="stat-label">Difficulty</span>
                    <span class="stat-value adaptive">Adaptive</span>
                </div>
                <div class="stat-item">
                    <span class="stat-label">Success Rate</span>
                    <span class="stat-value">89%</span>
                </div>
            </div>
            <div class="path-topics">
                <h5>Your Focus Areas:</h5>
                <ul>
                    <li>Time & Work Problems</li>
                    <li>Advanced Geometry</li>
                    <li>Logical Puzzles</li>
                    <li>Reading Comprehension</li>
                </ul>
            </div>
        </div>
        <div class="path-actions">
            <button class="btn btn-primary" onclick="startLearningPath('weakness-focus')">Start Path</button>
            <button class="btn btn-outline" onclick="previewPath('weakness-focus')">Preview</button>
        </div>
    </div>

    <div class="path-card">
        <div class="path-header">
            <h4>Exam Specific</h4>
            <div class="recommendation-badge target">Target Oriented</div>
        </div>
        <div class="path-details">
            <div class="path-description">
                Tailored for IBPS PO exam pattern with previous year focus areas
            </div>
            <div class="path-stats">
                <div class="stat-item">
                    <span class="stat-label">Duration</span>
                    <span class="stat-value">5 weeks</span>
                </div>
                <div class="stat-item">
                    <span class="stat-label">Difficulty</span>
                    <span class="stat-value exam-oriented">Exam Oriented</span>
                </div>
                <div class="stat-item">
                    <span class="stat-label">Success Rate</span>
                    <span class="stat-value">94%</span>
                </div>
            </div>
            <div class="path-topics">
                <h5>IBPS PO Focus:</h5>
                <ul>
                    <li>High Weightage Topics</li>
                    <li>Previous Year Patterns</li>
                    <li>Time Management</li>
                    <li>Mock Test Strategy</li>
                </ul>
            </div>
        </div>
        <div class="path-actions">
            <button class="btn btn-primary" onclick="startLearningPath('exam-specific')">Start Path</button>
            <button class="btn btn-outline" onclick="previewPath('exam-specific')">Preview</button>
        </div>
    </div>
</div>

🧠 Adaptive Learning Engine

Intelligent Learning Adaptation

Performance Trend Analysis

    <div class="adaptation-settings">
        <h4>AI Adaptation Preferences</h4>
        <div class="setting-item">
            <div class="setting-info">
                <h5>Learning Pace</h5>
                <p>Adjust speed based on your understanding</p>
            </div>
            <div class="setting-control">
                <select id="learningPace">
                    <option value="comfortable">Comfortable</option>
                    <option value="moderate" selected>Moderate</option>
                    <option value="intensive">Intensive</option>
                    <option value="adaptive">AI Adaptive</option>
                </select>
            </div>
        </div>

        <div class="setting-item">
            <div class="setting-info">
                <h5>Difficulty Adjustment</h5>
                <p>Auto-adjust difficulty based on performance</p>
            </div>
            <div class="setting-control">
                <label class="switch">
                    <input type="checkbox" checked id="difficultyAdaptation">
                    <span class="slider"></span>
                </label>
            </div>
        </div>

        <div class="setting-item">
            <div class="setting-info">
                <h5>Focus Mode</h5>
                <p>Prioritize weak areas automatically</p>
            </div>
            <div class="setting-control">
                <label class="switch">
                    <input type="checkbox" checked id="focusMode">
                    <span class="slider"></span>
                </label>
            </div>
        </div>

        <div class="setting-item">
            <div class="setting-info">
                <h5>Review Frequency</h5>
                <p>Automatic revision scheduling</p>
            </div>
            <div class="setting-control">
                <select id="reviewFrequency">
                    <option value="daily">Daily</option>
                    <option value="every-2-days" selected>Every 2 Days</option>
                    <option value="weekly">Weekly</option>
                    <option value="adaptive">AI Scheduled</option>
                </select>
            </div>
        </div>
    </div>
</div>

📚 Smart Content Recommendations

Personalized Content Suggestions

<div class="tab-content active" id="topics-tab">
    <div class="content-grid">
        <div class="content-card high-priority">
            <div class="content-header">
                <h4>Time & Work Problems</h4>
                <div class="priority-indicator high">High Priority</div>
            </div>
            <div class="content-details">
                <p>Master pipes and cisterns, work and time calculations</p>
                <div class="content-stats">
                    <span class="stat">📈 85% success rate</span>
                    <span class="stat">⏱️ 3 hours estimated</span>
                    <span class="stat">🎯 Direct exam relevance</span>
                </div>
            </div>
            <div class="content-actions">
                <button class="btn btn-primary btn-sm">Start Learning</button>
                <button class="btn btn-outline btn-sm">Preview</button>
            </div>
        </div>

        <div class="content-card medium-priority">
            <div class="content-header">
                <h4>Compound Interest Mastery</h4>
                <div class="priority-indicator medium">Medium Priority</div>
            </div>
            <div class="content-details">
                <p>Advanced compound interest problems with shortcuts</p>
                <div class="content-stats">
                    <span class="stat">📈 78% success rate</span>
                    <span class="stat">⏱️ 2 hours estimated</span>
                    <span class="stat">🎯 Frequently tested</span>
                </div>
            </div>
            <div class="content-actions">
                <button class="btn btn-primary btn-sm">Start Learning</button>
                <button class="btn btn-outline btn-sm">Preview</button>
            </div>
        </div>

        <div class="content-card recommended">
            <div class="content-header">
                <h4>Data Interpretation Techniques</h4>
                <div class="priority-indicator recommended">Recommended</div>
            </div>
            <div class="content-details">
                <p>Speed up your DI calculations with proven methods</p>
                <div class="content-stats">
                    <span class="stat">📈 92% success rate</span>
                    <span class="stat">⏱️ 4 hours estimated</span>
                    <span class="stat">🎯 High scoring area</span>
                </div>
            </div>
            <div class="content-actions">
                <button class="btn btn-primary btn-sm">Start Learning</button>
                <button class="btn btn-outline btn-sm">Preview</button>
            </div>
        </div>
    </div>
</div>

<div class="tab-content" id="practice-tab">
    <div class="content-grid">
        <div class="practice-card">
            <div class="practice-header">
                <h4>Adaptive Practice Set</h4>
                <div class="difficulty-badge adaptive">Adaptive</div>
            </div>
            <div class="practice-details">
                <p>Questions adjust to your skill level in real-time</p>
                <div class="practice-stats">
                    <div class="stat-item">
                        <span class="stat-label">Questions</span>
                        <span class="stat-value">25</span>
                    </div>
                    <div class="stat-item">
                        <span class="stat-label">Time Limit</span>
                        <span class="stat-value">20 min</span>
                    </div>
                    <div class="stat-item">
                        <span class="stat-label">Avg Score</span>
                        <span class="stat-value">78%</span>
                    </div>
                </div>
            </div>
            <button class="btn btn-primary">Start Practice</button>
        </div>

        <div class="practice-card">
            <div class="practice-header">
                <h4>Speed Building Drill</h4>
                <div class="difficulty-badge intermediate">Intermediate</div>
            </div>
            <div class="practice-details">
                <p>Improve your calculation speed and accuracy</p>
                <div class="practice-stats">
                    <div class="stat-item">
                        <span class="stat-label">Questions</span>
                        <span class="stat-value">50</span>
                    </div>
                    <div class="stat-item">
                        <span class="stat-label">Time Limit</span>
                        <span class="stat-value">15 min</span>
                    </div>
                    <div class="stat-item">
                        <span class="stat-label">Target Speed</span>
                        <span class="stat-value">18 sec/Q</span>
                    </div>
                </div>
            </div>
            <button class="btn btn-primary">Start Drill</button>
        </div>
    </div>
</div>

<div class="tab-content" id="videos-tab">
    <div class="video-grid">
        <div class="video-card">
            <div class="video-thumbnail">
                <div class="play-button">▶</div>
            </div>
            <div class="video-info">
                <h4>Complete Time & Work Tutorial</h4>
                <p>Comprehensive coverage with shortcuts</p>
                <div class="video-meta">
                    <span class="duration">45:30</span>
                    <span class="views">12.5K views</span>
                    <span class="rating">⭐ 4.8</span>
                </div>
            </div>
        </div>

        <div class="video-card">
            <div class="video-thumbnail">
                <div class="play-button">▶</div>
            </div>
            <div class="video-info">
                <h4>DI Shortcuts & Tricks</h4>
                <p>Speed techniques for data interpretation</p>
                <div class="video-meta">
                    <span class="duration">32:15</span>
                    <span class="views">8.3K views</span>
                    <span class="rating">⭐ 4.9</span>
                </div>
            </div>
        </div>
    </div>
</div>

<div class="tab-content" id="mocks-tab">
    <div class="mock-tests">
        <div class="mock-card">
            <div class="mock-header">
                <h4>AI-Adaptive Mock Test</h4>
                <div class="mock-badge adaptive">Personalized</div>
            </div>
            <div class="mock-details">
                <p>Test adapts to your performance level</p>
                <div class="mock-features">
                    <span class="feature">✓ Personalized difficulty</span>
                    <span class="feature">✓ Real-time feedback</span>
                    <span class="feature">✓ Detailed analysis</span>
                </div>
            </div>
            <button class="btn btn-primary">Take Mock Test</button>
        </div>
    </div>
</div>

🎯 Goal Setting & Tracking

Learning Goals & Milestones

Learning Goal

Target Date

Priority Level

<div class="active-goals">
    <h4>Active Learning Goals</h4>
    <div class="goals-list">
        <div class="goal-item">
            <div class="goal-progress">
                <div class="goal-info">
                    <h5>Complete Arithmetic Section</h5>
                    <p>Finish all arithmetic topics by Oct 15</p>
                </div>
                <div class="goal-stats">
                    <div class="progress-bar">
                        <div class="progress-fill" style="width: 75%"></div>
                    </div>
                    <span class="progress-text">75% Complete</span>
                </div>
            </div>
            <div class="goal-actions">
                <span class="goal-deadline">5 days left</span>
                <button class="btn btn-sm btn-outline">Update</button>
            </div>
        </div>

        <div class="goal-item">
            <div class="goal-progress">
                <div class="goal-info">
                    <h5>Practice 100 Questions Daily</h5>
                    <p>Maintain daily practice streak</p>
                </div>
                <div class="goal-stats">
                    <div class="progress-bar">
                        <div class="progress-fill" style="width: 60%"></div>
                    </div>
                    <span class="progress-text">12/20 days</span>
                </div>
            </div>
            <div class="goal-actions">
                <span class="goal-deadline">8 days left</span>
                <button class="btn btn-sm btn-outline">Update</button>
            </div>
        </div>
    </div>
</div>

📊 Learning Analytics Dashboard

Performance Analytics & Insights

Topic-wise Performance

    <div class="analytics-card">
        <h4>Learning Speed Analysis</h4>
        <canvas id="learningSpeedChart" width="400" height="200"></canvas>
    </div>

    <div class="analytics-card">
        <h4>Difficulty Progression</h4>
        <div class="difficulty-metrics">
            <div class="metric-item">
                <span class="metric-label">Current Level</span>
                <span class="metric-value intermediate">Intermediate</span>
            </div>
            <div class="metric-item">
                <span class="metric-label">Improvement Rate</span>
                <span class="metric-value positive">+15%</span>
            </div>
            <div class="metric-item">
                <span class="metric-label">Time to Mastery</span>
                <span class="metric-value">4 weeks</span>
            </div>
            <div class="metric-item">
                <span class="metric-label">Accuracy Trend</span>
                <span class="metric-value positive">↑ 8%</span>
            </div>
        </div>
    </div>

    <div class="analytics-card">
        <h4>Learning Efficiency Score</h4>
        <div class="efficiency-meter">
            <div class="score-circle">
                <div class="score-value">87%</div>
                <div class="score-label">Efficient Learning</div>
            </div>
            <div class="efficiency-factors">
                <div class="factor-item positive">
                    <span class="factor-name">Study Time Utilization</span>
                    <span class="factor-score">92%</span>
                </div>
                <div class="factor-item positive">
                    <span class="factor-name">Concept Retention</span>
                    <span class="factor-score">85%</span>
                </div>
                <div class="factor-item neutral">
                    <span class="factor-name">Practice Regularity</span>
                    <span class="factor-score">78%</span>
                </div>
                <div class="factor-item positive">
                    <span class="factor-name">Adaptation Speed</span>
                    <span class="factor-score">88%</span>
                </div>
            </div>
        </div>
    </div>
</div>

🤝 Study Buddy Matching

AI-Powered Study Buddy Matching

Find Your Perfect Study Partner

Similar Learning Pace

Complementary Strengths

Same Time Zone

Same Exam Target

Similar Study Hours

    <div class="matched-buddies">
        <h4>Recommended Study Partners</h4>
        <div class="buddy-list">
            <div class="buddy-card">
                <div class="buddy-avatar">👤</div>
                <div class="buddy-info">
                    <h5>Rahul Kumar</h5>
                    <p>IBPS PO aspirant, Strong in Reasoning</p>
                    <div class="compatibility-score">
                        <span class="score-label">Compatibility</span>
                        <span class="score-value high">92%</span>
                    </div>
                </div>
                <div class="buddy-actions">
                    <button class="btn btn-sm btn-primary">Connect</button>
                    <button class="btn btn-sm btn-outline">View Profile</button>
                </div>
            </div>

            <div class="buddy-card">
                <div class="buddy-avatar">👤</div>
                <div class="buddy-info">
                    <h5>Priya Sharma</h5>
                    <p>Quant expert, Looking for reasoning partner</p>
                    <div class="compatibility-score">
                        <span class="score-label">Compatibility</span>
                        <span class="score-value high">88%</span>
                    </div>
                </div>
                <div class="buddy-actions">
                    <button class="btn btn-sm btn-primary">Connect</button>
                    <button class="btn btn-sm btn-outline">View Profile</button>
                </div>
            </div>
        </div>
    </div>
</div>

BETA

sathee@iitk.ac.in

Media coverage of SATHEE

Play Store

App Store

The Ministry of Education has launched the SATHEE initiative in association with IIT Kanpur to provide free guidance for competitive exams. SATHEE offers a range of resources, including reference video lectures, mock tests, and other resources to support your preparation. Please note that participation in the SATHEE program does not guarantee clearing any exam or admission to any institute.