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| "course_link": "https://courses.analyticsvidhya.com/courses/getting-started-with-decision-trees" | |
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| { | |
| "title": "Introduction to Python", | |
| "description": "69 Lessons", | |
| "image_url": "https://import.cdn.thinkific.com/118220/QAUsjF0qSxCI7fsIrzhn_Algorithm_in_Python_and_R_1b947457-056e-4bfb-9a6f-ce614ebfe3c4.png", | |
| "course_link": "https://courses.analyticsvidhya.com/courses/introduction-to-data-science" | |
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| { | |
| "title": "Loan Prediction Practice Problem (Using Python)", | |
| "description": "16 Lessons", | |
| "image_url": "https://import.cdn.thinkific.com/118220/pcauZ3ZqSWqrYXlYTd0w_Loan_Prediction_Practice_Problem_8dbf2aea-f3c8-42d4-bd27-87e738de5aac.png", | |
| "course_link": "https://courses.analyticsvidhya.com/courses/loan-prediction-practice-problem-using-python" | |
| }, | |
| { | |
| "title": "Big Mart Sales Prediction Using R", | |
| "description": "19 Lessons", | |
| "image_url": "https://import.cdn.thinkific.com/118220/t1hnCAcdT22pr7EEWQpW_Sales%20Prediction_thumb.jpg", | |
| "course_link": "https://courses.analyticsvidhya.com/courses/big-mart-sales-prediction-using-r" | |
| }, | |
| { | |
| "title": "Twitter Sentiment Analysis", | |
| "description": "18 Lessons", | |
| "image_url": "https://import.cdn.thinkific.com/118220/nwZ67Ta2R0SO6uI4mWBe_Twitter%20Sentiment%20Analysis.jpg", | |
| "course_link": "https://courses.analyticsvidhya.com/courses/twitter-sentiment-analysis" | |
| }, | |
| { | |
| "title": "Pandas for Data Analysis in Python", | |
| "description": "27 Lessons", | |
| "image_url": "https://import.cdn.thinkific.com/118220/SPL9Cu7sQ5uihQ2mGYtO_Pandas_for_Data_Analysis_in_Python_7760df6c-f648-46d8-93f3-ba4e49d89a22.png", | |
| "course_link": "https://courses.analyticsvidhya.com/courses/pandas-for-data-analysis-in-python" | |
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| { | |
| "title": "Support Vector Machine (SVM) in Python and R", | |
| "description": "13 Lessons", | |
| "image_url": "https://import.cdn.thinkific.com/118220/PhPoLyt7QKOucBS6VLf2_Support%20Vector%20Machine_thumb.jpg", | |
| "course_link": "https://courses.analyticsvidhya.com/courses/support-vector-machine-svm-in-python-and-r" | |
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| { | |
| "title": "Evaluation Metrics for Machine Learning Models", | |
| "description": "25 Lessons", | |
| "image_url": "https://import.cdn.thinkific.com/118220/Qb1PlcDoTEeoR1ZOOvUy_evaluation%20metrics_thumb.jpg", | |
| "course_link": "https://courses.analyticsvidhya.com/courses/evaluation-metrics-for-machine-learning-models" | |
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| { | |
| "title": "Fundamentals of Regression Analysis", | |
| "description": "24 Lessons", | |
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| "course_link": "https://courses.analyticsvidhya.com/courses/Fundamentals-of-Regression-Analysis" | |
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| { | |
| "title": "Getting Started with scikit-learn (sklearn) for Machine Learning", | |
| "description": "27 Lessons", | |
| "image_url": "https://import.cdn.thinkific.com/118220/d8R1MoSmisGRZk4UJWQF_thumb_.jpg", | |
| "course_link": "https://courses.analyticsvidhya.com/courses/get-started-with-scikit-learn-sklearn" | |
| }, | |
| { | |
| "title": "Convolutional Neural Networks (CNN) from Scratch", | |
| "description": "17 Lessons", | |
| "image_url": "https://import.cdn.thinkific.com/118220/4yxTr5xuQy6snBYBcHP8_Convolutional%20Neural%20Networks_thumb.jpg", | |
| "course_link": "https://courses.analyticsvidhya.com/courses/convolutional-neural-networks-cnn-from-scratch" | |
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| { | |
| "title": "Dimensionality Reduction for Machine Learning", | |
| "description": "23 Lessons", | |
| "image_url": "https://import.cdn.thinkific.com/118220/Um1x4Xh7RIGzMIQuwCeM_course_thumb%20.jpg", | |
| "course_link": "https://courses.analyticsvidhya.com/courses/dimensionality-reduction-for-machine-learning" | |
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| { | |
| "title": "K-Nearest Neighbors (KNN) Algorithm in Python and R", | |
| "description": "10 Lessons", | |
| "image_url": "https://import.cdn.thinkific.com/118220/7FpGUA1gQLWbDB5oVsCz_thumb_.jpg", | |
| "course_link": "https://courses.analyticsvidhya.com/courses/K-Nearest-Neighbors-KNN-Algorithm" | |
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| { | |
| "title": "Ensemble Learning and Ensemble Learning Techniques", | |
| "description": "37 Lessons", | |
| "image_url": "https://import.cdn.thinkific.com/118220/doHSugITVCfoBUVdlxeH_Ensemble%20Learning-thumb.jpg", | |
| "course_link": "https://courses.analyticsvidhya.com/courses/ensemble-learning-and-ensemble-learning-techniques" | |
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| { | |
| "title": "Linear Programming for Data Science Professionals", | |
| "description": "20 Lessons", | |
| "image_url": "https://import.cdn.thinkific.com/118220/TMBNBD4R5a1YdlMHJada_thumb.jpg", | |
| "course_link": "https://courses.analyticsvidhya.com/courses/linear-programming" | |
| }, | |
| { | |
| "title": "Naive Bayes from Scratch", | |
| "description": "19 Lessons", | |
| "image_url": "https://import.cdn.thinkific.com/118220/tdU7ioeOQG4ZuHzhoJrQ_thumb_.jpg", | |
| "course_link": "https://courses.analyticsvidhya.com/courses/naive-bayes" | |
| }, | |
| { | |
| "title": "Learn Swift for Data Science", | |
| "description": "21 Lessons", | |
| "image_url": "https://import.cdn.thinkific.com/118220/QT5BeWvTG2ITfNiyiCZQ_thumb.jpg", | |
| "course_link": "https://courses.analyticsvidhya.com/courses/learn-swift-for-data-science" | |
| }, | |
| { | |
| "title": "Introduction to Web Scraping using Python", | |
| "description": "13 Lessons", | |
| "image_url": "https://import.cdn.thinkific.com/118220/AEt5RjqFTCeJJ8oIBn7s_thumb.jpg", | |
| "course_link": "https://courses.analyticsvidhya.com/courses/introduction-to-web-scraping" | |
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| { | |
| "title": "Tableau for Beginners", | |
| "description": "17 Lessons", | |
| "image_url": "https://import.cdn.thinkific.com/118220/UtXF4erQmuUVLtZz8TMA_tablu_thumb.jpg", | |
| "course_link": "https://courses.analyticsvidhya.com/courses/tableau-for-beginners" | |
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| { | |
| "title": "Getting Started with Neural Networks", | |
| "description": "45 Lessons", | |
| "image_url": "https://import.cdn.thinkific.com/118220/hujFPpK4S261x92WyEyc_natural%20Network.jpg", | |
| "course_link": "https://courses.analyticsvidhya.com/courses/getting-started-with-neural-networks" | |
| }, | |
| { | |
| "title": "Introduction to AI & ML", | |
| "description": "17 Lessons", | |
| "image_url": "https://import.cdn.thinkific.com/118220/rlT6Q4O0SEafxqg4WmzL_Introduction_to_AI__ML_88145141-2c69-4ae8-9681-5d7201a38288%20(1).png", | |
| "course_link": "https://courses.analyticsvidhya.com/courses/introduction-to-ai-ml" | |
| }, | |
| { | |
| "title": "Winning Data Science Hackathons - Learn from Elite Data Scientists", | |
| "description": "7 Lessons", | |
| "image_url": "https://import.cdn.thinkific.com/118220/7exjvWuRSNesvaXPPxHO_data-science.jpg", | |
| "course_link": "https://courses.analyticsvidhya.com/courses/winning-data-science-hackathons-learn-from-elite-data-scientists" | |
| }, | |
| { | |
| "title": "Hypothesis Testing for Data Science and Analytics", | |
| "description": "19 Lessons", | |
| "image_url": "https://import.cdn.thinkific.com/118220/iO9QE66XTOm17Mz0fxzs_thumb.jpg", | |
| "course_link": "https://courses.analyticsvidhya.com/courses/hypothesis-testing-for-data-science-and-analytics" | |
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| ] |