ꯐꯣꯔꯦꯛꯁ ꯇ꯭ꯔꯦꯗꯤꯡꯗꯥ ꯑꯦ.ꯑꯥꯏ. ꯃꯈꯥꯗꯥ ꯅꯍꯥꯛꯅꯥ ꯁꯤꯖꯤꯟꯅꯕꯥ ꯌꯥꯕꯥ ꯕꯦꯁꯤꯛ ꯑꯥꯎꯇꯂꯥꯏꯟ ꯑꯃꯁꯨꯡ ꯃꯦꯊꯗꯁꯤꯡ ꯄꯤꯔꯤ:
- ꯗꯦꯇꯥ ꯈꯣꯃꯖꯤꯅꯕꯥ ꯑꯃꯁꯨꯡ ꯄ꯭ꯔꯤꯞꯔꯣꯁꯦꯁꯤꯡ꯫
ꯐꯣꯔꯦꯛꯁ ꯃꯥꯔꯀꯦꯠ ꯗꯦꯇꯥ: ꯅꯍꯥꯛꯅꯥ ꯃꯃꯜ (ꯑꯃꯨꯛꯇꯪ, ꯑꯋꯥꯡꯕꯥ, ꯅꯦꯝꯕꯥ, ꯀ꯭ꯂꯣꯖ – ꯑꯣ.ꯑꯩꯆ.ꯑꯦꯜ.ꯁꯤ.), ꯇ꯭ꯔꯦꯗꯤꯡ ꯚꯣꯜꯌꯨꯝ, ꯇꯦꯛꯅꯤꯀꯦꯜ ꯏꯟꯗꯤꯀꯦꯇꯔꯁꯤꯡ, ꯑꯃꯁꯨꯡ ꯄꯥꯎ, ꯁꯦꯟꯃꯤꯠꯂꯣꯅꯒꯤ ꯗꯦꯇꯥ, ꯑꯃꯁꯨꯡ ꯀꯩꯊꯦꯂꯗꯥ ꯁꯥꯐꯨ ꯄꯤꯔꯤꯕꯥ ꯔꯥꯖꯅꯤꯇꯤꯒꯤ ꯑꯣꯏꯕꯥ ꯊꯧꯗꯣꯀꯁꯤꯡꯒꯨꯝꯕꯥ ꯑꯇꯣꯞꯄꯥ ꯐꯦꯛꯇꯔꯁꯤꯡꯒꯨꯝꯕꯥ ꯗꯦꯇꯥ ꯈꯣꯃꯖꯤꯅꯕꯥ ꯃꯊꯧ ꯇꯥꯏ꯫
ꯗꯦꯇꯥ ꯄ꯭ꯔꯤꯞꯔꯣꯁꯦꯁꯤꯡ: ꯗꯦꯇꯥ ꯑꯗꯨ ꯁꯦꯡꯗꯣꯀꯄꯥ (ꯑꯋꯥꯠꯄꯥ ꯅꯠꯠꯔꯒꯥ ꯑꯁꯣꯌꯕꯥ ꯂꯩꯕꯥ ꯚꯦꯜꯌꯨꯁꯤꯡ ꯂꯧꯊꯣꯀꯄꯥ), ꯃꯦꯁꯤꯟ ꯂꯔꯅꯤꯡ ꯃꯣꯗꯦꯂꯁꯤꯡꯒꯤꯗꯃꯛꯇꯥ ꯆꯨꯅꯕꯥ ꯐꯣꯔꯃꯦꯠ ꯑꯃꯗꯥ ꯑꯣꯟꯊꯣꯀꯄꯥ, ꯑꯃꯁꯨꯡ ꯀꯔꯤꯒꯨꯝꯕꯥ ꯃꯊꯧ ꯇꯥꯔꯕꯗꯤ ꯗꯦꯇꯥ ꯑꯗꯨ ꯅꯣꯔꯃꯦꯂꯥꯏꯖ ꯇꯧꯕꯥ꯫ - ꯃꯦꯁꯤꯟ ꯂꯔꯅꯤꯡ ꯃꯣꯗꯦꯂꯁꯤꯡ ꯑꯦꯞꯂꯥꯏ ꯇꯧꯕꯥ꯫
ꯁꯨꯄꯔꯚꯥꯏꯖ ꯇꯧꯔꯕꯥ ꯂꯔꯅꯤꯡ: ꯍꯧꯈꯤꯕꯥ ꯗꯦꯇꯥꯗꯥ ꯌꯨꯝꯐꯝ ꯑꯣꯏꯔꯒꯥ ꯁꯦꯟꯃꯤꯠꯂꯣꯅꯒꯤ ꯃꯃꯂꯒꯤ ꯈꯣꯡꯖꯦꯂꯁꯤꯡ ꯂꯥꯎꯊꯣꯛꯅꯕꯥ ꯂꯤꯅꯤꯌꯔ ꯔꯤꯒ꯭ꯔꯦꯁꯟ, ꯗꯤꯁꯤꯖꯟ ꯇ꯭ꯔꯤ, ꯁꯄꯣꯔꯠ ꯚꯦꯛꯇꯔ ꯃꯦꯁꯤꯟ (ꯑꯦꯁ.ꯚꯤ.ꯑꯦꯝ.), ꯅꯠꯠꯔꯒꯥ ꯔꯦꯟꯗꯝ ꯐꯣꯔꯦꯁ꯭ꯠ ꯑꯃꯁꯨꯡ ꯒ꯭ꯔꯦꯗꯤꯌꯦꯟꯇ ꯕꯨꯁ꯭ꯇꯤꯡꯒꯨꯝꯕꯥ ꯑꯦꯅꯁꯦꯝꯕꯜ ꯃꯣꯗꯦꯂꯁꯤꯡꯒꯨꯝꯕꯥ ꯑꯦꯂꯒꯣꯔꯤꯊꯃꯁꯤꯡ ꯁꯤꯖꯤꯟꯅꯧ꯫
ꯗꯤꯞ ꯂꯔꯅꯤꯡ: ꯅ꯭ꯌꯨꯔꯜ ꯅꯦꯇꯋꯥꯔꯀꯁꯤꯡ, ꯃꯔꯨꯑꯣꯏꯅꯥ ꯂꯣꯡ ꯁꯣꯔꯠ-ꯇꯔꯝ ꯃꯦꯃꯣꯔꯤ (LSTM) ꯑꯁꯤ ꯇꯥꯏꯝ ꯁꯤꯔꯤꯖ ꯗꯦꯇꯥ ꯄ꯭ꯔꯣꯁꯦꯁ ꯇꯧꯕꯗꯥ ꯑꯃꯁꯨꯡ ꯐꯣꯔꯦꯛꯁꯇꯥ ꯃꯃꯜ ꯍꯣꯡꯂꯀꯄꯒꯤ ꯃꯇꯥꯡꯗꯥ ꯂꯥꯎꯊꯣꯀꯄꯥ ꯌꯥꯏ꯫
꯳.ꯑꯣꯇꯣꯃꯦꯇꯦꯗ ꯇ꯭ꯔꯦꯗꯤꯡ ꯁꯤꯁ꯭ꯇꯦꯝ ꯑꯃꯥ ꯁꯦꯃꯒꯠꯄꯥ꯫
ꯇ꯭ꯔꯦꯗꯤꯡ ꯁ꯭ꯠꯔꯦꯇꯦꯖꯤꯁꯤꯡ ꯁꯦꯝꯕꯥ: ꯇ꯭ꯔꯦꯗꯤꯡ ꯁ꯭ꯠꯔꯦꯇꯦꯖꯤ ꯑꯃꯥ ꯁꯦꯝꯅꯕꯥ ꯑꯥꯔ.ꯑꯦꯁ.ꯑꯥꯏ., ꯑꯦꯝ.ꯑꯦ.ꯁꯤ.ꯗꯤ., ꯑꯃꯁꯨꯡ ꯕꯣꯂꯤꯡꯒꯔ ꯕꯦꯟꯗꯒꯨꯝꯕꯥ ꯇꯦꯛꯅꯤꯀꯦꯜ ꯏꯟꯗꯤꯀꯦꯇꯔꯁꯤꯡꯒꯥ ꯂꯣꯌꯅꯅꯥ ꯑꯦ.ꯑꯥꯏ. ꯀꯩꯊꯦꯂꯒꯤ ꯁꯤꯒꯅꯦꯂꯁꯤꯡꯗꯥ ꯌꯨꯝꯐꯝ ꯑꯣꯏꯔꯒꯥ ꯀꯗꯥꯏꯗꯥ ꯌꯣꯅꯕꯥ ꯅꯠꯠꯔꯒꯥ ꯌꯣꯅꯕꯥ ꯌꯥꯕꯒꯦ ꯍꯥꯌꯕꯗꯨ ꯂꯦꯄꯊꯣꯀꯄꯗꯥ ꯑꯦ.ꯑꯥꯏ.ꯅꯥ ꯃꯇꯦꯡ ꯄꯥꯡꯕꯥ ꯉꯃꯒꯅꯤ꯫
ꯑꯣꯇꯣꯃꯦꯇꯦꯗ ꯇ꯭ꯔꯦꯗꯤꯡ ꯁꯤꯁ꯭ꯇꯦꯝ: ꯅꯍꯥꯛꯀꯤ AI ꯁꯤꯁ꯭ꯇꯦꯝ ꯑꯗꯨ ꯃꯦꯇꯥꯠꯔꯦꯗꯔ 4/5 (MT4/MT5)ꯒꯨꯝꯕꯥ ꯇ꯭ꯔꯦꯗꯤꯡ ꯄ꯭ꯂꯦꯇꯐꯣꯔꯝ ꯑꯃꯒꯥ ꯂꯤꯉ꯭ꯛ ꯇꯧꯕꯤꯌꯨ ꯅꯠꯠꯔꯒꯥ ꯑꯣꯇꯣꯃꯦꯇꯦꯗ ꯇ꯭ꯔꯦꯗꯁꯤꯡ ꯑꯦꯛꯁꯦꯁꯤꯕꯜ ꯇꯧꯅꯕꯥ ꯐꯣꯔꯦꯛꯁ ꯕ꯭ꯔꯣꯀꯥꯔ APIꯁꯤꯡ ꯁꯤꯖꯤꯟꯅꯧ꯫
꯴.ꯇ꯭ꯔꯦꯗꯤꯡ ꯁ꯭ꯠꯔꯦꯇꯦꯖꯤꯁꯤꯡ ꯑꯣꯞꯇꯤꯃꯥꯏꯖ ꯇꯧꯕꯥ꯫
ꯔꯤꯏꯅꯐꯣꯔꯁꯃꯦꯟꯇ ꯂꯔꯅꯤꯡ: ꯃꯁꯤꯒꯤ ꯃꯦꯁꯤꯟ ꯂꯔꯅꯤꯡ ꯑꯦꯞꯔꯣꯆ ꯑꯁꯤꯅꯥ ꯑꯦ.ꯑꯥꯏ.ꯁꯤꯁ꯭ꯇꯦꯃꯗꯥ ꯇ꯭ꯔꯥꯏꯑꯦꯜ ꯑꯃꯁꯨꯡ ꯑꯦꯔꯥꯔꯒꯤ ꯈꯨꯠꯊꯥꯡꯗꯥ ꯇ꯭ꯔꯦꯗꯤꯡ ꯁ꯭ꯠꯔꯦꯇꯦꯖꯤꯁꯤꯡ ꯇꯝꯕꯥ ꯑꯃꯁꯨꯡ ꯐꯒꯠꯍꯅꯕꯥ ꯉꯃꯍꯜꯂꯤ꯫ ꯃꯁꯤꯅꯥ ꯁꯤꯁ꯭ꯇꯦꯝ ꯑꯁꯤꯕꯨ ꯃꯁꯥ ꯃꯊꯟꯇꯥ ꯄ꯭ꯔꯣꯐꯤꯇꯦꯕꯤꯂꯤꯇꯤ ꯑꯃꯁꯨꯡ ꯔꯤꯁ꯭ꯀꯒꯨꯝꯕꯥ ꯐꯦꯛꯇꯔꯁꯤꯡꯗꯥ ꯌꯨꯝꯐꯝ ꯑꯣꯏꯕꯥ ꯈ꯭ꯕꯥꯏꯗꯒꯤ ꯐꯕꯥ ꯁ꯭ꯠꯔꯦꯇꯦꯖꯤ ꯁꯦꯃꯒꯠꯄꯗꯥ ꯃꯇꯦꯡ ꯄꯥꯡꯏ꯫
ꯕꯦꯀꯇꯦꯁ꯭ꯇꯤꯡ ꯑꯃꯁꯨꯡ ꯑꯦꯗꯖꯁ꯭ꯇꯃꯦꯟꯇ: ꯄꯨꯋꯥꯔꯤ ꯑꯣꯏꯔꯕꯥ ꯗꯦꯇꯥ (ꯕꯦꯀꯇꯦꯁ꯭ꯇꯤꯡ) ꯁꯤꯖꯤꯟꯅꯗꯨꯅꯥ ꯑꯦ.ꯑꯥꯏ. ꯄꯦꯔꯥꯃꯤꯇꯔꯁꯤꯡ ꯐꯥꯏꯅꯦꯜ ꯇ꯭ꯌꯨꯟ ꯇꯧꯕꯥ ꯑꯃꯁꯨꯡ ꯑꯄꯥꯝꯕꯥ ꯐꯂꯁꯤꯡ ꯐꯪꯗ꯭ꯔꯤꯐꯥꯑꯣꯕꯥ ꯃꯣꯗꯦꯜ ꯑꯗꯨ ꯐꯒꯠꯍꯅꯕꯥ꯫
꯵.ꯃꯣꯗꯦꯜ ꯑꯁꯤ ꯏꯚꯥꯂꯨꯑꯦꯠ ꯇꯧꯕꯥ ꯑꯃꯁꯨꯡ ꯃꯣꯅꯤꯇꯔ ꯇꯧꯕꯥ꯫
ꯄꯔꯐꯣꯃꯦꯟꯁ ꯏꯚꯥꯜꯌꯨꯑꯦꯁꯟ: ꯑꯦ.ꯑꯥꯏ.
ꯂꯦꯞꯇꯅꯥ ꯌꯦꯡꯁꯤꯅꯕꯥ: ꯐꯣꯔꯦꯛꯁ ꯃꯥꯔꯀꯦꯠꯁꯤꯡ ꯑꯁꯤ ꯌꯥꯝꯅꯥ ꯗꯥꯏꯅꯥꯃꯤꯛ ꯑꯣꯏ, ꯃꯔꯝ ꯑꯗꯨꯅꯥ ꯅꯍꯥꯛꯀꯤ ꯑꯦ.ꯑꯥꯏ.ꯒꯤ ꯃꯣꯗꯦꯜ ꯑꯁꯤ ꯃꯔꯨꯑꯣꯏꯕꯥ ꯀꯩꯊꯦꯂꯒꯤ ꯑꯍꯣꯡꯕꯁꯤꯡꯒꯥ ꯆꯨꯁꯤꯟꯅꯍꯟꯅꯕꯥ ꯅꯍꯥꯛꯅꯥ ꯆꯥꯡ ꯅꯥꯏꯅꯥ ꯌꯦꯡꯁꯤꯅꯒꯗꯕꯅꯤ ꯑꯃꯁꯨꯡ ꯑꯄꯗꯦꯠ ꯇꯧꯒꯗꯕꯅꯤ꯫
ꯑꯦ.ꯑꯥꯏ.ꯒꯤꯗꯃꯛ ꯈꯨꯠꯂꯥꯌꯁꯤꯡ ꯑꯃꯁꯨꯡ ꯇꯦꯛꯅꯤꯀꯁꯤꯡ:
ꯇꯦꯟꯁꯔꯐ꯭ꯂꯣ/ꯀꯦꯔꯥꯁ: ꯗꯤꯞ ꯂꯔꯅꯤꯡ ꯃꯣꯗꯦꯂꯁꯤꯡ ꯁꯦꯃꯒꯠꯅꯕꯥ ꯃꯤꯌꯥꯝꯅꯥ ꯄꯥꯝꯅꯕꯥ ꯂꯥꯏꯕ꯭ꯔꯦꯔꯤꯁꯤꯡ꯫
ꯁꯥꯏꯀꯤꯠ-ꯂꯔꯟ: ꯔꯤꯒ꯭ꯔꯦꯁꯟ, ꯀ꯭ꯂꯥꯁꯤꯐꯤꯀꯦꯁꯟ, ꯑꯃꯁꯨꯡ ꯀ꯭ꯂꯁ꯭ꯇꯔꯤꯡꯒꯨꯝꯕꯥ ꯃꯣꯗꯦꯂꯁꯤꯡꯒꯤꯗꯃꯛꯇꯥ ꯃꯦꯁꯤꯟ ꯂꯔꯅꯤꯡ ꯂꯥꯏꯕ꯭ꯔꯦꯔꯤ ꯑꯃꯅꯤ꯫
ꯃꯦꯇꯥꯠꯔꯦꯗꯔ ꯴/꯵ ꯑꯦ.ꯄꯤ.ꯑꯥꯏ.: ꯐꯣꯔꯦꯛꯁ ꯄ꯭ꯂꯦꯠꯐꯣꯔꯃꯁꯤꯡꯗꯥ ꯇ꯭ꯔꯦꯗꯁꯤꯡ ꯀꯅꯦꯛꯇ ꯇꯧꯕꯥ ꯑꯃꯁꯨꯡ ꯑꯦꯛꯁꯦꯁꯤꯕꯜ ꯇꯧꯕꯥ꯫
ꯕꯦꯀꯠꯔꯦꯗꯔ, ꯀ꯭ꯕꯥꯟꯇꯀꯅꯦꯛꯇ: ꯇ꯭ꯔꯦꯗꯤꯡ ꯁ꯭ꯠꯔꯦꯇꯦꯖꯤꯁꯤꯡ ꯕꯦꯀꯇꯦꯁ꯭ꯠ ꯇꯧꯅꯕꯒꯤ ꯈꯨꯠꯂꯥꯌꯁꯤꯡ꯫
ꯃꯔꯨꯑꯣꯏꯕꯥ ꯋꯥꯈꯜꯂꯣꯅꯁꯤꯡ: ꯱.
ꯔꯤꯁ꯭ꯛ ꯃꯦꯅꯦꯖꯃꯦꯟꯇ: ꯐꯣꯔꯦꯛꯁ ꯇ꯭ꯔꯦꯗꯤꯡꯅꯥ ꯃꯔꯨꯑꯣꯏꯕꯥ ꯔꯤꯁ꯭ꯀꯁꯤꯡ ꯄꯨꯊꯣꯀꯏ, ꯃꯔꯝ ꯑꯗꯨꯅꯥ ꯁ꯭ꯇꯞ-ꯂꯣꯁ ꯑꯣꯔꯗꯔ ꯑꯃꯁꯨꯡ ꯂꯤꯚꯔ ꯂꯤꯃꯤꯠꯒꯨꯝꯕꯥ ꯔꯤꯁ꯭ꯛ ꯃꯦꯅꯦꯖꯃꯦꯟꯇ ꯇꯦꯛꯅꯤꯀꯁꯤꯡ ꯑꯁꯤ ꯌꯥꯝꯅꯥ ꯃꯔꯨꯑꯣꯏ꯫
ꯆꯥꯡ ꯅꯥꯏꯅꯥ ꯑꯄꯗꯦꯠ ꯇꯧꯕꯥ: ꯍꯣꯡꯂꯛꯂꯤꯕꯥ ꯀꯩꯊꯦꯂꯒꯤ ꯐꯤꯚꯃꯒꯥ ꯆꯨꯅꯕꯥ ꯃꯑꯣꯡꯗꯥ ꯑꯦ.ꯑꯥꯏ.ꯒꯤ ꯃꯣꯗꯦꯂꯁꯤꯡ ꯑꯁꯤ ꯑꯃꯨꯛ ꯍꯟꯅꯥ ꯇ꯭ꯔꯦꯟ ꯇꯧꯒꯗꯕꯅꯤ ꯑꯃꯁꯨꯡ ꯆꯥꯡ ꯅꯥꯏꯅꯥ ꯑꯄꯗꯦꯠ ꯇꯧꯒꯗꯕꯅꯤ꯫

Leave a Reply
You must be logged in to post a comment.