Pages
- Index of Lessons in Technology
- Index of Book Summaries
- Index of Book Lists And Downloads
- Index For Job Interviews Preparation
- Index of "Algorithms: Design and Analysis"
- Python Course (Index)
- Data Analytics Course (Index)
- Index of Machine Learning
- Postings Index
- Index of BITS WILP Exam Papers and Content
- Lessons in Investing
- Index of Math Lessons
- Index of Management Lessons
- Book Requests
- Index of English Lessons
- Index of Medicines
- Index of Quizzes (Educational)
Sunday, March 6, 2022
Weka classification experiment on Iris dataset
Tags: Technology,Machine Learning,Classification,1: Weka Explorer: Preprocess Tab: Iris dataset
2: Weka Experiment Environment: New experiment
3: Weka Experiment Environment: Selecting Naive Bayes' Classifier
4: Weka Experiment Environment: Selecting kNN for comparison with Naive Bayes' Classifier
5: Weka Experiment Environment: Go to 'Run' tab and click on 'start'
6: Weka Experiment Environment: Go to 'Analyze' tab and compare three algorithms
7: Weka Experiment Environment: Analyze tab: Perform test
Thursday, March 3, 2022
Saving Model, Loading Model and Making Predictions for Linear Regression (in Weka)
1: Weka Explorer. Preprocess Tab.
2: Weka Explorer. Classify Tab.
3: Weka Explorer. Visualize Tab
4: Weka Experiment. Setup Tab. Advanced Configuration.
5: Weka Experiment Environment. Analyze Tab
6: Weka Experiment Environment. Comparing ZeroR with Linear Regression.
7: Saving and Loading models from SimpleCLI (documentation)
8: Use of TAB key in Weka SimpleCLI (Doc)
9: Use of Tab key in Weka SimpleCLI (Demo)
10: Training and Saving Linear Regression model from SimpleCLI.
Weka by default, picks up the last column as the target. So, Weka on reading from our file considered 'Day Count' as dependent variable and 'Close Price' as independent variable for 'COALINDIA' ticker data.
11: Dataset Corrected For Column Ordering
12: Training and Saving Linear Regression model after Correction in Dataset
13: Error during prediction for having only one col instead of two
14: Correction in test.csv
15: Error during prediction (string is not numeric)
16: Load Previously Saved Model in The Weka Explorer: Classify Tab
17: Select test data and select output predictions format
18: Select our previously saved model
19: View our saved model (Linear Regression) configuration
20: Re-evaluate model on current test set
21: View Classifier Output with saved model and extrapolated test data
Tags: Technology,Machine Learning,FOSSPandas DataFrame Filtering Using eval()
import pandas as pd
df = pd.DataFrame({
"col1": [1, 2, 3, 1, 2, 3],
"col2": ["A", "B", "A", "B", "A", "B"]
})
c = r"(df['col1'] == 1) | (df['col2'] == 'A')"
df[eval(c)]
df[df['col1'] == 1]
d = "df['col1'] == 1"
df[eval(d)]
Tags: Technology,Machine Learning,Data Visualization,
Wednesday, March 2, 2022
Demo of Linear Regression on Boston Housing Data Using Weka
Tags: Technology,FOSS,Machine Learning,1 - Boston Housing ARFF file
2 - Weka Home Screen
3 - Weka Explorer
4 - Weka Explorer - Preprocess Tab - Boston Relation - MEDV Attribute
5 - Weka Explorer - Classify Tab
6 - Weka Explorer - Classify Tab - Linear Reg Equation
7 - Weka Explorer - Classify Tab - Select Linear Regression
8 - Weka Experiment Environment
9 - Weka Experiment Environment - Add New Algorithm
10 - Weka Experiment Environment - Add New Algo - Linear Regression
11 - Save Weka Experiment
12 - Weka SimpleCLI
13 - Weka KnowledgeFlow Environment
14 - Weka JSON KnowledgeFlow Configuration
15 - Weka Workbench - Classify Tab - Linear Regression
Monday, February 28, 2022
Twinkle, twinkle, litte star! (Full Version)
Twinkle, twinkle, little star! How I wonder what you are! Up above the world so high, Like a diamond in the sky. When the blazing sun is gone, When he nothing shines upon, Then you show your little light, Twinkle, twinkle, all the night. Then the traveller in the dark, Thanks you for your tiny spark, He could not see which way to go, If you did not twinkle so. In the dark blue sky you keep, And often through my curtains peep, For you never shut your eye, Till the sun is in the sky. It's your bright and tiny spark, Lights the traveller in the dark, Though I know not what you are, Twinkle, twinkle, little star.Tags: Nursery Rhymes,English Lessons,
Sunday, February 27, 2022
The Monkey and The Jar of Rocks (Motivational Story)
There’s an old and possibly apocryphal story about how to catch a monkey that illustrates a set of ideas very well: # Sacrifice now, to gain later. # The successful among us delay gratification. # The successful among us bargain with the future. First, you must find a large, narrownecked jar, just barely wide enough in diameter at the top for a monkey to put its hand inside. Then you must fill the jar part way with rocks, so it is too heavy for a monkey to carry. Then you must to scatter some treats, attractive to monkeys, near the jar, to attract one, and put some more inside the jar. A monkey will come along, reach into the narrow opening, and grab while the grabbing’s good. But now he won’t be able to extract his fist, now full of treats, from the too-narrow opening of the jar. Not without unclenching his hand. Not without relinquishing what he already has. And that’s just what he won’t do. The monkey-catcher can just walk over to the jar and pick up the monkey. The animal will not sacrifice the part to preserve the whole. Something valuable, given up, ensures future prosperity. Something valuable, sacrificed, pleases the Lord. Ref: 12 Rules for Life (Jordan Peterson)Tags: Book Summary,Management,Behavioral Science,Psychology,
Cefixime Tab 200mg
Cefixime (Salt) Cefixime Uses: Cefixime is used in the treatment of bacterial infections. How Cefixime works: Cefixime is an antibiotic. It kills the bacteria by preventing them from forming the bacterial protective covering (cell wall) which is needed for them to survive. Common side effects of Cefixime: Nausea, Stomach pain, Indigestion, DiarrheaTags: MedicineAVAILABLE MEDICINE FOR CEFIXIME
Taxim-O Alkem Laboratories Ltd ₹48 to ₹247 12 variant(s) Zifi FDC Ltd ₹48 to ₹229 14 variant(s) Omnix Cipla Ltd ₹48 to ₹107 6 variant(s) Omnicef-O Aristo Pharmaceuticals Pvt Ltd ₹49 to ₹98 4 variant(s) Milixim Glenmark Pharmaceuticals Ltd ₹48 to ₹190 7 variant(s) Ceftas Intas Pharmaceuticals Ltd ₹47 to ₹266 5 variant(s) Ziprax Cipla Ltd ₹44 to ₹151 7 variant(s) Extacef Blue Cross Laboratories Ltd ₹46 to ₹89 6 variant(s) Redicate Dr Reddy's Laboratories Ltd ₹45 to ₹108 4 variant(s)EXPERT ADVICE FOR CEFIXIME
1. Your doctor has prescribed Cefixime to cure your infection and improve your symptoms. 2. Do not skip any doses and finish the full course of treatment even if you feel better. Stopping it early may make the infection harder to treat. 3. Take it with food to avoid an upset stomach. 4. Diarrhea may occur as a side effect but should stop when your course is complete. Inform your doctor if it does not stop or if you find blood in your stools. 5. Discontinue Cefixime and inform your doctor immediately if you get a rash, itchy skin, swelling of face and mouth, or have difficulty in breathing.
Saturday, February 26, 2022
Voveran SR 100 Tablet
MANUFACTURER Novartis India Ltd SALT COMPOSITION Diclofenac (100mg) STORAGE Store below 30°C INTRODUCTION Voveran SR 100 Tablet is a pain-relieving medicine. It is used to treat pain, swelling, stiffness, and joint pain in conditions like rheumatoid arthritis, osteoarthritis, and acute musculoskeletal injuries. It is commonly used in back pain, shoulder pain, neck pain, sprains, and spasms. Voveran SR 100 Tablet should be taken in the dose and duration as advised by your doctor. It should be taken with food or milk to prevent stomach upset. Inform your doctor if you have any history of heart disease or stroke. The most common side effects of this medicine include edema, nausea, headache, dizziness, vomiting, constipation, itching, flatulence, pain in extremity, and indigestion. Your doctor may also regularly monitor your kidney function, liver function, and levels of blood components if you are taking this medicine for long-term treatment. Long-term use may lead to serious complications such as stomach bleeding and kidney problems. USES OF VOVERAN TABLET PR Pain relief BENEFITS OF VOVERAN TABLET PR In Pain relief Voveran SR 100 Tablet belongs to a group of medicines called nonsteroidal anti-inflammatory drugs (NSAIDs). It is used for short-term relief of pain, inflammation, and swelling in conditions that affect joints and muscles. It works by blocking chemical messengers in the brain that tell us we have pain. It can help relieve pain in conditions like rheumatoid arthritis and osteoarthritis. Take it as it is prescribed to get the most benefit. Do not take more or longer than needed as that can be dangerous. In general, you should take the lowest dose that works, for the shortest possible time. This will help you to go about your daily activities more easily and have a better, more active, quality of life. SIDE EFFECTS OF VOVERAN TABLET PR Most side effects do not require any medical attention and disappear as your body adjusts to the medicine. Consult your doctor if they persist or if you’re worried about them Common side effects of Voveran Edema (swelling) Nausea Headache Dizziness Vomiting Itching Flatulence Indigestion Pain in extremities HOW TO USE VOVERAN TABLET PR Use it as advised by your doctor or check the label for directions before use. Voveran SR 100 Tablet is to be taken with food. HOW VOVERAN TABLET PR WORKS Voveran SR 100 Tablet is a non-steroidal anti-inflammatory drugs (NSAID). It works by blocking the release of certain chemical messengers that cause pain and inflammation (redness and swelling).Tags: MedicineAll substitutes
For informational purposes only. Consult a doctor before taking any medicines. Voveran SR 100 Tablet ₹11.93/Tablet PR NAC SR 100 Tablet Systopic Laboratories Pvt Ltd ₹4.3/tablet pr 64% cheaper Fenak -SR Tablet Sun Pharmaceutical Industries Ltd ₹5.93/tablet pr 50% cheaper Reactin 100 SR Tablet Cipla Ltd ₹6.15/tablet pr 48% cheaper Zobid SR 100 Tablet Abbott ₹6.45/tablet pr 46% cheaper Reactin 100 SR Tablet Cipla Ltd ₹6.73/tablet pr 44% cheaperFact Box
Chemical Class Phenylacetic acid Derivative Habit Forming No Therapeutic Class PAIN ANALGESICS Action Class NSAID's- Non-Selective COX 1&2 Inhibitors (acetic acid)Interaction with drugs
Taking Voveran with any of the following medicines can modify the effect of either of them and cause some undesirable side effects Nimesulide Brand(s): Nimsun, Neil, Renex LIFE-THREATENING Concurrent use of Diclofenac and Nimesulide should be avoided. Oxyphenbutazone Brand(s): Oxy Triactin, Sioril LIFE-THREATENING Metamizole Brand(s): Pyregin, Alpagin, Novalgin RC LIFE-THREATENING
Riconia LP Tablet
Riconia LP Tablet Manufacturer: Sun Pharmaceutical Industries Ltd Riconia LP tablets are enriched with: vitamin A + thiamine mononitrate + vitamin B + vitamin C + vitamin D + alpha tocopheryl acetate + calcium pantothenate + folic acid + nicotinamide + biotin + lycopene + phytonadione + zinc + iodine + iron + magnesium + manganese + copper + calcium + phosphorus + tin + potassium + chloride + chromium + molybdenum + selenium + nickel + silicon + vanadium + boron. Vitamin B complex improves appetite, treats weakness & lethargy. Phosphorus is the main component of ATP which is the fundamental energy source, protects bones and fights against osteomalacia. Iron maintains Hb level thus fights against anemia. Magnesium helps in synthesis of DNA & RNA. Potassium Iodide is required for the synthesis of thyroid hormone. Potassium helps in normal muscle & nerve activity. Zinc increases stamina by prolonging muscle contraction and manganese prevents bone loss. Lycopene is allegedly a more effective antioxidant than other of its carotenoid cousins which include beta-carotene. Its powerful antioxidant actions are effective in maintaining the strength, thickness and fluidity of cell membranes. Cell membranes are the guardians of cells. They are responsible for screening what goes in and out of cells. They allow good nutrients in and remove cellular junk and prevent toxins from entering the cells. Strong healthy cell membranes are vital in the prevention of many diseases. Use under medical supervision.Tags: Medicine,
Subscribe to:
Comments (Atom)